Overview
Brought to you by YData
Dataset statistics
| Number of variables | 47 |
|---|---|
| Number of observations | 7691 |
| Missing cells | 8036 |
| Missing cells (%) | 2.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 20.2 MiB |
| Average record size in memory | 2.7 KiB |
Variable types
| Numeric | 4 |
|---|---|
| DateTime | 1 |
| Categorical | 39 |
| Text | 2 |
| Unsupported | 1 |
Loss_code has constant value "LD003" | Constant |
Loss_description has constant value "Head on collision" | Constant |
TP_type_insd_pass_front has constant value " - " | Constant |
TP_type_pass_multi has constant value " - " | Constant |
Claim Number is highly overall correlated with Main_driver and 1 other fields | High correlation |
Notifier is highly overall correlated with Claim Number | High correlation |
Location_of_incident is highly overall correlated with Weather_conditions | High correlation |
Weather_conditions is highly overall correlated with Location_of_incident | High correlation |
Vehicle_mobile is highly overall correlated with Time_hour | High correlation |
Time_hour is highly overall correlated with Vehicle_mobile | High correlation |
Main_driver is highly overall correlated with Claim Number and 1 other fields | High correlation |
PH_considered_TP_at_fault is highly overall correlated with Claim Number and 1 other fields | High correlation |
TP_type_driver is highly overall correlated with Claim Number and 4 other fields | High correlation |
TP_type_pass_back is highly overall correlated with TP_injury_whiplash and 2 other fields | High correlation |
TP_type_pass_front is highly overall correlated with TP_injury_whiplash | High correlation |
TP_type_other is highly overall correlated with TP_injury_unclear and 1 other fields | High correlation |
TP_type_nk is highly overall correlated with Claim Number and 5 other fields | High correlation |
TP_injury_whiplash is highly overall correlated with TP_type_pass_back and 5 other fields | High correlation |
TP_injury_traumatic is highly overall correlated with TP_region_north | High correlation |
TP_injury_fatality is highly overall correlated with TP_region_eastang | High correlation |
TP_injury_unclear is highly overall correlated with TP_type_driver and 5 other fields | High correlation |
TP_injury_nk is highly overall correlated with TP_type_nk and 1 other fields | High correlation |
TP_region_eastang is highly overall correlated with TP_injury_fatality | High correlation |
TP_region_london is highly overall correlated with TP_type_pass_back and 1 other fields | High correlation |
TP_region_north is highly overall correlated with TP_injury_traumatic | High correlation |
TP_region_northw is highly overall correlated with TP_type_other and 1 other fields | High correlation |
TP_region_southw is highly overall correlated with TP_injury_unclear | High correlation |
TP_region_westmid is highly overall correlated with TP_type_pass_back and 1 other fields | High correlation |
Vechile_registration_present is highly imbalanced (99.1%) | Imbalance |
TP_type_insd_pass_back is highly imbalanced (92.7%) | Imbalance |
TP_type_driver is highly imbalanced (56.4%) | Imbalance |
TP_type_pass_back is highly imbalanced (91.9%) | Imbalance |
TP_type_pass_front is highly imbalanced (79.5%) | Imbalance |
TP_type_bike is highly imbalanced (96.1%) | Imbalance |
TP_type_cyclist is highly imbalanced (99.4%) | Imbalance |
TP_type_pedestrian is highly imbalanced (99.8%) | Imbalance |
TP_type_other is highly imbalanced (86.8%) | Imbalance |
TP_type_nk is highly imbalanced (60.4%) | Imbalance |
TP_injury_whiplash is highly imbalanced (69.3%) | Imbalance |
TP_injury_traumatic is highly imbalanced (83.7%) | Imbalance |
TP_injury_fatality is highly imbalanced (97.9%) | Imbalance |
TP_injury_unclear is highly imbalanced (63.8%) | Imbalance |
TP_injury_nk is highly imbalanced (54.3%) | Imbalance |
TP_region_eastang is highly imbalanced (91.1%) | Imbalance |
TP_region_eastmid is highly imbalanced (90.0%) | Imbalance |
TP_region_london is highly imbalanced (95.5%) | Imbalance |
TP_region_north is highly imbalanced (92.8%) | Imbalance |
TP_region_northw is highly imbalanced (88.8%) | Imbalance |
TP_region_outerldn is highly imbalanced (91.5%) | Imbalance |
TP_region_scotland is highly imbalanced (95.0%) | Imbalance |
TP_region_southe is highly imbalanced (83.4%) | Imbalance |
TP_region_southw is highly imbalanced (82.8%) | Imbalance |
TP_region_wales is highly imbalanced (89.3%) | Imbalance |
TP_region_westmid is highly imbalanced (86.9%) | Imbalance |
TP_region_yorkshire is highly imbalanced (84.9%) | Imbalance |
Weather_conditions has 345 (4.5%) missing values | Missing |
Unnamed: 46 has 7691 (100.0%) missing values | Missing |
Claim Number is uniformly distributed | Uniform |
Claim Number has unique values | Unique |
Unnamed: 46 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Notification_period has 3433 (44.6%) zeros | Zeros |
Time_hour has 357 (4.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-07-04 14:03:33.200852 |
|---|---|
| Analysis finished | 2025-07-04 14:03:40.843748 |
| Duration | 7.64 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Claim Number
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 7691 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3846 |
| Minimum | 1 |
|---|---|
| Maximum | 7691 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 385.5 |
| Q1 | 1923.5 |
| median | 3846 |
| Q3 | 5768.5 |
| 95-th percentile | 7306.5 |
| Maximum | 7691 |
| Range | 7690 |
| Interquartile range (IQR) | 3845 |
Descriptive statistics
| Standard deviation | 2220.3448 |
|---|---|
| Coefficient of variation (CV) | 0.57731274 |
| Kurtosis | -1.2 |
| Mean | 3846 |
| Median Absolute Deviation (MAD) | 1923 |
| Skewness | 0 |
| Sum | 29579586 |
| Variance | 4929931 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 5288 | 1 | < 0.1% |
| 5136 | 1 | < 0.1% |
| 5135 | 1 | < 0.1% |
| 5134 | 1 | < 0.1% |
| 5133 | 1 | < 0.1% |
| 5132 | 1 | < 0.1% |
| 5131 | 1 | < 0.1% |
| 5130 | 1 | < 0.1% |
| 5129 | 1 | < 0.1% |
| Other values (7681) | 7681 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 7691 | 1 | |
| 7690 | 1 | |
| 7689 | 1 | |
| 7688 | 1 | |
| 7687 | 1 | |
| 7686 | 1 | |
| 7685 | 1 | |
| 7684 | 1 | |
| 7683 | 1 | |
| 7682 | 1 |
date_of_loss
Date
| Distinct | 3175 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.2 KiB |
| Minimum | 2003-04-15 00:00:00 |
|---|---|
| Maximum | 2015-06-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Notifier
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 454.2 KiB |
| PH | |
|---|---|
| Other | |
| TP | 325 |
| CNF | 262 |
| NamedDriver | 180 |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 3.4605383 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PH |
|---|---|
| 2nd row | CNF |
| 3rd row | CNF |
| 4th row | CNF |
| 5th row | CNF |
Common Values
| Value | Count | Frequency (%) |
| PH | 3807 | |
| Other | 3117 | |
| TP | 325 | 4.2% |
| CNF | 262 | 3.4% |
| NamedDriver | 180 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ph | 3807 | |
| other | 3117 | |
| tp | 325 | 4.2% |
| cnf | 262 | 3.4% |
| nameddriver | 180 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26615 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26615 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26615 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 4132 | |
| H | 3807 | |
| e | 3477 | |
| r | 3477 | |
| O | 3117 | |
| t | 3117 | |
| h | 3117 | |
| N | 442 | 1.7% |
| T | 325 | 1.2% |
| F | 262 | 1.0% |
| Other values (7) | 1342 | 5.0% |
Loss_code
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 465.8 KiB |
| LD003 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | LD003 |
|---|---|
| 2nd row | LD003 |
| 3rd row | LD003 |
| 4th row | LD003 |
| 5th row | LD003 |
Common Values
| Value | Count | Frequency (%) |
| LD003 | 7691 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ld003 | 7691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15382 | |
| L | 7691 | |
| D | 7691 | |
| 3 | 7691 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38455 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15382 | |
| L | 7691 | |
| D | 7691 | |
| 3 | 7691 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38455 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15382 | |
| L | 7691 | |
| D | 7691 | |
| 3 | 7691 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38455 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15382 | |
| L | 7691 | |
| D | 7691 | |
| 3 | 7691 |
Loss_description
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 555.9 KiB |
| Head on collision |
|---|
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 17 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Head on collision |
|---|---|
| 2nd row | Head on collision |
| 3rd row | Head on collision |
| 4th row | Head on collision |
| 5th row | Head on collision |
Common Values
| Value | Count | Frequency (%) |
| Head on collision | 7691 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| head | 7691 | |
| on | 7691 | |
| collision | 7691 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 23073 | |
| 15382 | ||
| n | 15382 | |
| l | 15382 | |
| i | 15382 | |
| H | 7691 | 5.9% |
| e | 7691 | 5.9% |
| a | 7691 | 5.9% |
| d | 7691 | 5.9% |
| c | 7691 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 130747 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 23073 | |
| 15382 | ||
| n | 15382 | |
| l | 15382 | |
| i | 15382 | |
| H | 7691 | 5.9% |
| e | 7691 | 5.9% |
| a | 7691 | 5.9% |
| d | 7691 | 5.9% |
| c | 7691 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 130747 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 23073 | |
| 15382 | ||
| n | 15382 | |
| l | 15382 | |
| i | 15382 | |
| H | 7691 | 5.9% |
| e | 7691 | 5.9% |
| a | 7691 | 5.9% |
| d | 7691 | 5.9% |
| c | 7691 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 130747 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 23073 | |
| 15382 | ||
| n | 15382 | |
| l | 15382 | |
| i | 15382 | |
| H | 7691 | 5.9% |
| e | 7691 | 5.9% |
| a | 7691 | 5.9% |
| d | 7691 | 5.9% |
| c | 7691 | 5.9% |
Notification_period
Real number (ℝ)
Zeros
| Distinct | 189 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1634378 |
| Minimum | -18 |
|---|---|
| Maximum | 1042 |
| Zeros | 3433 |
| Zeros (%) | 44.6% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | -18 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 24 |
| Maximum | 1042 |
| Range | 1060 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 39.138209 |
|---|---|
| Coefficient of variation (CV) | 5.4636071 |
| Kurtosis | 251.0534 |
| Mean | 7.1634378 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 13.596732 |
| Sum | 55094 |
| Variance | 1531.7994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3433 | |
| 1 | 2046 | |
| 2 | 613 | 8.0% |
| 3 | 303 | 3.9% |
| 4 | 183 | 2.4% |
| 5 | 122 | 1.6% |
| 6 | 92 | 1.2% |
| 7 | 75 | 1.0% |
| 8 | 72 | 0.9% |
| 10 | 57 | 0.7% |
| Other values (179) | 695 | 9.0% |
| Value | Count | Frequency (%) |
| -18 | 1 | < 0.1% |
| -2 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 0 | 3433 | |
| 1 | 2046 | |
| 2 | 613 | 8.0% |
| 3 | 303 | 3.9% |
| 4 | 183 | 2.4% |
| 5 | 122 | 1.6% |
| 6 | 92 | 1.2% |
| Value | Count | Frequency (%) |
| 1042 | 1 | |
| 961 | 1 | |
| 925 | 1 | |
| 856 | 1 | |
| 741 | 1 | |
| 720 | 1 | |
| 577 | 1 | |
| 546 | 1 | |
| 519 | 1 | |
| 510 | 1 |
Inception_to_loss
Real number (ℝ)
| Distinct | 366 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.85451 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 26 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 75 |
| median | 161 |
| Q3 | 253 |
| 95-th percentile | 340 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 178 |
Descriptive statistics
| Standard deviation | 104.45291 |
|---|---|
| Coefficient of variation (CV) | 0.6260119 |
| Kurtosis | -1.1557578 |
| Mean | 166.85451 |
| Median Absolute Deviation (MAD) | 89 |
| Skewness | 0.17115136 |
| Sum | 1283278 |
| Variance | 10910.41 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 58 | 42 | 0.5% |
| 91 | 36 | 0.5% |
| 173 | 36 | 0.5% |
| 67 | 36 | 0.5% |
| 51 | 35 | 0.5% |
| 66 | 34 | 0.4% |
| 124 | 33 | 0.4% |
| 102 | 33 | 0.4% |
| 14 | 33 | 0.4% |
| 53 | 33 | 0.4% |
| Other values (356) | 7340 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 32 | |
| 2 | 22 | |
| 3 | 27 | |
| 4 | 28 | |
| 5 | 27 | |
| 6 | 22 | |
| 7 | 30 | |
| 8 | 32 | |
| 9 | 24 |
| Value | Count | Frequency (%) |
| 365 | 8 | 0.1% |
| 364 | 22 | |
| 363 | 17 | |
| 362 | 19 | |
| 361 | 12 | |
| 360 | 21 | |
| 359 | 9 | |
| 358 | 17 | |
| 357 | 20 | |
| 356 | 19 |
Location_of_incident
Categorical
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 498.6 KiB |
| Minor Road | |
|---|---|
| Main Road | |
| Car Park | 225 |
| n/k | 213 |
| Other | 117 |
| Other values (3) | 185 |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 9.3699129 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Main Road |
|---|---|
| 2nd row | Main Road |
| 3rd row | Main Road |
| 4th row | Main Road |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Minor Road | 4249 | |
| Main Road | 2702 | |
| Car Park | 225 | 2.9% |
| n/k | 213 | 2.8% |
| Other | 117 | 1.5% |
| Home Address | 104 | 1.4% |
| Not Applicable | 56 | 0.7% |
| Motorway | 25 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| road | 6951 | |
| minor | 4249 | |
| main | 2702 | 18.0% |
| car | 225 | 1.5% |
| park | 225 | 1.5% |
| n/k | 213 | 1.4% |
| other | 117 | 0.8% |
| home | 104 | 0.7% |
| address | 104 | 0.7% |
| not | 56 | 0.4% |
| Other values (2) | 81 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72064 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72064 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72064 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 11410 | |
| a | 10184 | |
| 7336 | ||
| n | 7164 | |
| d | 7159 | |
| i | 7007 | |
| M | 6976 | |
| R | 6951 | |
| r | 4945 | |
| k | 438 | 0.6% |
| Other values (18) | 2494 | 3.5% |
Weather_conditions
Categorical
High correlation Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 345 |
| Missing (%) | 4.5% |
| Memory size | 469.3 KiB |
| NORMAL | |
|---|---|
| WET | |
| N/K | 450 |
| SNOW,ICE,FOG | 429 |
Length
| Max length | 12 |
|---|---|
| Median length | 6 |
| Mean length | 5.3894637 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NORMAL |
|---|---|
| 2nd row | WET |
| 3rd row | WET |
| 4th row | N/K |
| 5th row | N/K |
Common Values
| Value | Count | Frequency (%) |
| NORMAL | 4564 | |
| WET | 1903 | |
| N/K | 450 | 5.9% |
| SNOW,ICE,FOG | 429 | 5.6% |
| (Missing) | 345 | 4.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 4564 | |
| wet | 1903 | |
| n/k | 450 | 6.1% |
| snow,ice,fog | 429 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 5443 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.8% |
| , | 858 | 2.2% |
| Other values (7) | 3045 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 39591 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 5443 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.8% |
| , | 858 | 2.2% |
| Other values (7) | 3045 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 39591 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 5443 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.8% |
| , | 858 | 2.2% |
| Other values (7) | 3045 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 39591 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 5443 | |
| O | 5422 | |
| R | 4564 | |
| M | 4564 | |
| A | 4564 | |
| L | 4564 | |
| W | 2332 | |
| E | 2332 | |
| T | 1903 | 4.8% |
| , | 858 | 2.2% |
| Other values (7) | 3045 |
Vehicle_mobile
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 436.6 KiB |
| Y | |
|---|---|
| N | |
| n/k |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.1149395 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n/k | 442 | 5.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| y | 4046 | |
| n | 3203 | |
| n/k | 442 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8575 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8575 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8575 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 4046 | |
| N | 3203 | |
| n | 442 | 5.2% |
| / | 442 | 5.2% |
| k | 442 | 5.2% |
Time_hour
Real number (ℝ)
High correlation Zeros
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.729684 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 357 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 60.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 13 |
| Q3 | 17 |
| 95-th percentile | 20 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.1071358 |
|---|---|
| Coefficient of variation (CV) | 0.40119895 |
| Kurtosis | -0.051858402 |
| Mean | 12.729684 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.4975176 |
| Sum | 97904 |
| Variance | 26.082837 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 8 | 747 | 9.7% |
| 17 | 682 | 8.9% |
| 15 | 612 | 8.0% |
| 16 | 582 | 7.6% |
| 18 | 556 | 7.2% |
| 14 | 483 | 6.3% |
| 13 | 481 | 6.3% |
| 9 | 467 | 6.1% |
| 12 | 449 | 5.8% |
| 11 | 422 | 5.5% |
| Other values (14) | 2210 |
| Value | Count | Frequency (%) |
| 0 | 357 | |
| 1 | 19 | 0.2% |
| 2 | 14 | 0.2% |
| 3 | 15 | 0.2% |
| 4 | 12 | 0.2% |
| 5 | 52 | 0.7% |
| 6 | 121 | 1.6% |
| 7 | 417 | |
| 8 | 747 | |
| 9 | 467 |
| Value | Count | Frequency (%) |
| 23 | 67 | 0.9% |
| 22 | 109 | 1.4% |
| 21 | 116 | 1.5% |
| 20 | 205 | 2.7% |
| 19 | 334 | |
| 18 | 556 | |
| 17 | 682 | |
| 16 | 582 | |
| 15 | 612 | |
| 14 | 483 |
Main_driver
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 447.2 KiB |
| Y | |
|---|---|
| Other | |
| N |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 2.5290599 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Other |
| 3rd row | Y |
| 4th row | Other |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Y | 4319 | |
| Other | 2940 | |
| N | 432 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| y | 4319 | |
| other | 2940 | |
| n | 432 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19451 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19451 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19451 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 4319 | |
| O | 2940 | |
| t | 2940 | |
| h | 2940 | |
| e | 2940 | |
| r | 2940 | |
| N | 432 | 2.2% |
PH_considered_TP_at_fault
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 440.9 KiB |
| N | |
|---|---|
| n/k | |
| Y | 181 |
| # | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.6901573 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | n/k |
|---|---|
| 2nd row | n/k |
| 3rd row | n/k |
| 4th row | n/k |
| 5th row | n/k |
Common Values
| Value | Count | Frequency (%) |
| N | 4855 | |
| n/k | 2654 | |
| Y | 181 | 2.4% |
| # | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| n | 4855 | |
| n/k | 2654 | |
| y | 181 | 2.4% |
| 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12999 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12999 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12999 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 4855 | |
| n | 2654 | |
| / | 2654 | |
| k | 2654 | |
| Y | 181 | 1.4% |
| # | 1 | < 0.1% |
Vechile_registration_present
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 458.3 KiB |
| 1 | |
|---|---|
| - | 6 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.0015603 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| - | 6 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7685 | |
| 6 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 15394 | ||
| 7691 | ||
| 1 | 7685 | |
| - | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 30776 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 15394 | ||
| 7691 | ||
| 1 | 7685 | |
| - | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 30776 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 15394 | ||
| 7691 | ||
| 1 | 7685 | |
| - | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 30776 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 15394 | ||
| 7691 | ||
| 1 | 7685 | |
| - | 6 | < 0.1% |
Incident_details_present
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 461.2 KiB |
| 1 | |
|---|---|
| - |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.3833052 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | 1 |
| 3rd row | - |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| - | 1474 | 19.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6217 | |
| 1474 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 18330 | ||
| 7691 | ||
| 1 | 6217 | 18.4% |
| - | 1474 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33712 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 18330 | ||
| 7691 | ||
| 1 | 6217 | 18.4% |
| - | 1474 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33712 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 18330 | ||
| 7691 | ||
| 1 | 6217 | 18.4% |
| - | 1474 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33712 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 18330 | ||
| 7691 | ||
| 1 | 6217 | 18.4% |
| - | 1474 | 4.4% |
Injury_details_present
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 469.8 KiB |
| - | |
|---|---|
| 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.5358211 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 5906 | |
| 1 | 1785 | 23.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5906 | ||
| 1 | 1785 | 23.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 27194 | ||
| 7691 | 18.1% | |
| - | 5906 | 13.9% |
| 1 | 1785 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 42576 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 27194 | ||
| 7691 | 18.1% | |
| - | 5906 | 13.9% |
| 1 | 1785 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 42576 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 27194 | ||
| 7691 | 18.1% | |
| - | 5906 | 13.9% |
| 1 | 1785 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 42576 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 27194 | ||
| 7691 | 18.1% | |
| - | 5906 | 13.9% |
| 1 | 1785 | 4.2% |
TP_type_insd_pass_back
Categorical
Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.0 KiB |
| - | |
|---|---|
| 1 | 110 |
| 2 | 38 |
| 3 | 11 |
| 4 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9583929 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7531 | |
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7531 | ||
| 1 | 110 | 1.4% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30444 | ||
| 7691 | 16.8% | |
| - | 7531 | 16.4% |
| 1 | 110 | 0.2% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45826 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30444 | ||
| 7691 | 16.8% | |
| - | 7531 | 16.4% |
| 1 | 110 | 0.2% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45826 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30444 | ||
| 7691 | 16.8% | |
| - | 7531 | 16.4% |
| 1 | 110 | 0.2% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45826 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30444 | ||
| 7691 | 16.8% | |
| - | 7531 | 16.4% |
| 1 | 110 | 0.2% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
TP_type_insd_pass_front
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.3 KiB |
| - |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7691 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46146 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46146 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46146 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
TP_type_driver
Categorical
High correlation Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 464.0 KiB |
| 1 | |
|---|---|
| - | |
| 2 | 170 |
| 3 | 22 |
| 4 | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.7559485 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4588 | |
| - | 2907 | |
| 2 | 170 | 2.2% |
| 3 | 22 | 0.3% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4588 | |
| 2907 | ||
| 2 | 170 | 2.2% |
| 3 | 22 | 0.3% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 21196 | ||
| 7691 | 21.0% | |
| 1 | 4588 | 12.5% |
| - | 2907 | 7.9% |
| 2 | 170 | 0.5% |
| 3 | 22 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36578 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 21196 | ||
| 7691 | 21.0% | |
| 1 | 4588 | 12.5% |
| - | 2907 | 7.9% |
| 2 | 170 | 0.5% |
| 3 | 22 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36578 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 21196 | ||
| 7691 | 21.0% | |
| 1 | 4588 | 12.5% |
| - | 2907 | 7.9% |
| 2 | 170 | 0.5% |
| 3 | 22 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36578 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 21196 | ||
| 7691 | 21.0% | |
| 1 | 4588 | 12.5% |
| - | 2907 | 7.9% |
| 2 | 170 | 0.5% |
| 3 | 22 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
TP_type_pass_back
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.9 KiB |
| - | |
|---|---|
| 1 | 160 |
| 2 | 48 |
| 3 | 15 |
| 5 | 2 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.94097 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7464 | |
| 1 | 160 | 2.1% |
| 2 | 48 | 0.6% |
| 3 | 15 | 0.2% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7464 | ||
| 1 | 160 | 2.1% |
| 2 | 48 | 0.6% |
| 3 | 15 | 0.2% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30310 | ||
| 7691 | 16.8% | |
| - | 7464 | 16.3% |
| 1 | 160 | 0.4% |
| 2 | 48 | 0.1% |
| 3 | 15 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45692 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30310 | ||
| 7691 | 16.8% | |
| - | 7464 | 16.3% |
| 1 | 160 | 0.4% |
| 2 | 48 | 0.1% |
| 3 | 15 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45692 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30310 | ||
| 7691 | 16.8% | |
| - | 7464 | 16.3% |
| 1 | 160 | 0.4% |
| 2 | 48 | 0.1% |
| 3 | 15 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45692 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30310 | ||
| 7691 | 16.8% | |
| - | 7464 | 16.3% |
| 1 | 160 | 0.4% |
| 2 | 48 | 0.1% |
| 3 | 15 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
TP_type_pass_front
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.5 KiB |
| - | |
|---|---|
| 1 | 405 |
| 2 | 22 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8889611 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7264 | |
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7264 | ||
| 1 | 405 | 5.3% |
| 2 | 22 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 29910 | ||
| 7691 | 17.0% | |
| - | 7264 | 16.0% |
| 1 | 405 | 0.9% |
| 2 | 22 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45292 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29910 | ||
| 7691 | 17.0% | |
| - | 7264 | 16.0% |
| 1 | 405 | 0.9% |
| 2 | 22 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45292 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29910 | ||
| 7691 | 17.0% | |
| - | 7264 | 16.0% |
| 1 | 405 | 0.9% |
| 2 | 22 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45292 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29910 | ||
| 7691 | 17.0% | |
| - | 7264 | 16.0% |
| 1 | 405 | 0.9% |
| 2 | 22 | < 0.1% |
TP_type_bike
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.2 KiB |
| - | |
|---|---|
| 1 | 52 |
| 2 | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9859576 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7637 | |
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7637 | ||
| 1 | 52 | 0.7% |
| 2 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30656 | ||
| 7691 | 16.7% | |
| - | 7637 | 16.6% |
| 1 | 52 | 0.1% |
| 2 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46038 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30656 | ||
| 7691 | 16.7% | |
| - | 7637 | 16.6% |
| 1 | 52 | 0.1% |
| 2 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46038 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30656 | ||
| 7691 | 16.7% | |
| - | 7637 | 16.6% |
| 1 | 52 | 0.1% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46038 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30656 | ||
| 7691 | 16.7% | |
| - | 7637 | 16.6% |
| 1 | 52 | 0.1% |
| 2 | 2 | < 0.1% |
TP_type_cyclist
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.3 KiB |
| - | |
|---|---|
| 1 | 4 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9989598 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7687 | |
| 1 | 4 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7687 | ||
| 1 | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30756 | ||
| 7691 | 16.7% | |
| - | 7687 | 16.7% |
| 1 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46138 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30756 | ||
| 7691 | 16.7% | |
| - | 7687 | 16.7% |
| 1 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46138 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30756 | ||
| 7691 | 16.7% | |
| - | 7687 | 16.7% |
| 1 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46138 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30756 | ||
| 7691 | 16.7% | |
| - | 7687 | 16.7% |
| 1 | 4 | < 0.1% |
TP_type_pass_multi
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.3 KiB |
| - |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7691 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46146 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46146 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46146 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30764 | ||
| 7691 | 16.7% | |
| - | 7691 | 16.7% |
TP_type_pedestrian
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.3 KiB |
| - | |
|---|---|
| 1 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.99974 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7690 | |
| 1 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7690 | ||
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30762 | ||
| 7691 | 16.7% | |
| - | 7690 | 16.7% |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46144 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30762 | ||
| 7691 | 16.7% | |
| - | 7690 | 16.7% |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46144 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30762 | ||
| 7691 | 16.7% | |
| - | 7690 | 16.7% |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46144 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30762 | ||
| 7691 | 16.7% | |
| - | 7690 | 16.7% |
| 1 | 1 | < 0.1% |
TP_type_other
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.5 KiB |
| - | |
|---|---|
| 1 | 345 |
| 2 | 52 |
| 3 | 26 |
| 4 | 6 |
| Other values (2) | 5 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8871408 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7257 | |
| 1 | 345 | 4.5% |
| 2 | 52 | 0.7% |
| 3 | 26 | 0.3% |
| 4 | 6 | 0.1% |
| 5 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7257 | ||
| 1 | 345 | 4.5% |
| 2 | 52 | 0.7% |
| 3 | 26 | 0.3% |
| 4 | 6 | 0.1% |
| 5 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 29896 | ||
| 7691 | 17.0% | |
| - | 7257 | 16.0% |
| 1 | 345 | 0.8% |
| 2 | 52 | 0.1% |
| 3 | 26 | 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45278 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29896 | ||
| 7691 | 17.0% | |
| - | 7257 | 16.0% |
| 1 | 345 | 0.8% |
| 2 | 52 | 0.1% |
| 3 | 26 | 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45278 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29896 | ||
| 7691 | 17.0% | |
| - | 7257 | 16.0% |
| 1 | 345 | 0.8% |
| 2 | 52 | 0.1% |
| 3 | 26 | 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45278 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29896 | ||
| 7691 | 17.0% | |
| - | 7257 | 16.0% |
| 1 | 345 | 0.8% |
| 2 | 52 | 0.1% |
| 3 | 26 | 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
TP_type_nk
Categorical
High correlation Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 468.4 KiB |
| - | |
|---|---|
| 1 | |
| 2 | 125 |
| 3 | 11 |
| 4 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.3415681 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| - | 5159 | |
| 1 | 2394 | |
| 2 | 125 | 1.6% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5159 | ||
| 1 | 2394 | |
| 2 | 125 | 1.6% |
| 3 | 11 | 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 25700 | ||
| 7691 | 18.7% | |
| - | 5159 | 12.6% |
| 1 | 2394 | 5.8% |
| 2 | 125 | 0.3% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 41082 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 25700 | ||
| 7691 | 18.7% | |
| - | 5159 | 12.6% |
| 1 | 2394 | 5.8% |
| 2 | 125 | 0.3% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 41082 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 25700 | ||
| 7691 | 18.7% | |
| - | 5159 | 12.6% |
| 1 | 2394 | 5.8% |
| 2 | 125 | 0.3% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 41082 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 25700 | ||
| 7691 | 18.7% | |
| - | 5159 | 12.6% |
| 1 | 2394 | 5.8% |
| 2 | 125 | 0.3% |
| 3 | 11 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
TP_injury_whiplash
Categorical
High correlation Imbalance
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 470.5 KiB |
| - | |
|---|---|
| 1 | |
| 2 | 283 |
| 3 | 82 |
| 4 | 24 |
| Other values (3) | 14 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.6260564 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 6253 | |
| 1 | 1035 | 13.5% |
| 2 | 283 | 3.7% |
| 3 | 82 | 1.1% |
| 4 | 24 | 0.3% |
| 5 | 10 | 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 6253 | ||
| 1 | 1035 | 13.5% |
| 2 | 283 | 3.7% |
| 3 | 82 | 1.1% |
| 4 | 24 | 0.3% |
| 5 | 10 | 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 27888 | ||
| 7691 | 17.8% | |
| - | 6253 | 14.5% |
| 1 | 1035 | 2.4% |
| 2 | 283 | 0.7% |
| 3 | 82 | 0.2% |
| 4 | 24 | 0.1% |
| 5 | 10 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43270 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 27888 | ||
| 7691 | 17.8% | |
| - | 6253 | 14.5% |
| 1 | 1035 | 2.4% |
| 2 | 283 | 0.7% |
| 3 | 82 | 0.2% |
| 4 | 24 | 0.1% |
| 5 | 10 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43270 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 27888 | ||
| 7691 | 17.8% | |
| - | 6253 | 14.5% |
| 1 | 1035 | 2.4% |
| 2 | 283 | 0.7% |
| 3 | 82 | 0.2% |
| 4 | 24 | 0.1% |
| 5 | 10 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43270 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 27888 | ||
| 7691 | 17.8% | |
| - | 6253 | 14.5% |
| 1 | 1035 | 2.4% |
| 2 | 283 | 0.7% |
| 3 | 82 | 0.2% |
| 4 | 24 | 0.1% |
| 5 | 10 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
TP_injury_traumatic
Categorical
High correlation Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.4 KiB |
| - | |
|---|---|
| 1 | 404 |
| 2 | 65 |
| 3 | 4 |
| 4 | 4 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8759589 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7214 | |
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7214 | ||
| 1 | 404 | 5.3% |
| 2 | 65 | 0.8% |
| 3 | 4 | 0.1% |
| 4 | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 29810 | ||
| 7691 | 17.0% | |
| - | 7214 | 16.0% |
| 1 | 404 | 0.9% |
| 2 | 65 | 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45192 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29810 | ||
| 7691 | 17.0% | |
| - | 7214 | 16.0% |
| 1 | 404 | 0.9% |
| 2 | 65 | 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45192 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29810 | ||
| 7691 | 17.0% | |
| - | 7214 | 16.0% |
| 1 | 404 | 0.9% |
| 2 | 65 | 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45192 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29810 | ||
| 7691 | 17.0% | |
| - | 7214 | 16.0% |
| 1 | 404 | 0.9% |
| 2 | 65 | 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
TP_injury_fatality
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.3 KiB |
| - | |
|---|---|
| 1 | 24 |
| 2 | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9932389 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7665 | |
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7665 | ||
| 1 | 24 | 0.3% |
| 2 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30712 | ||
| 7691 | 16.7% | |
| - | 7665 | 16.6% |
| 1 | 24 | 0.1% |
| 2 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46094 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30712 | ||
| 7691 | 16.7% | |
| - | 7665 | 16.6% |
| 1 | 24 | 0.1% |
| 2 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46094 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30712 | ||
| 7691 | 16.7% | |
| - | 7665 | 16.6% |
| 1 | 24 | 0.1% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46094 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30712 | ||
| 7691 | 16.7% | |
| - | 7665 | 16.6% |
| 1 | 24 | 0.1% |
| 2 | 2 | < 0.1% |
TP_injury_unclear
Categorical
High correlation Imbalance
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 460.9 KiB |
| 1 | |
|---|---|
| - | |
| 2 | 449 |
| 3 | 77 |
| 4 | 16 |
| Other values (3) | 10 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.3489793 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5797 | |
| - | 1342 | 17.4% |
| 2 | 449 | 5.8% |
| 3 | 77 | 1.0% |
| 4 | 16 | 0.2% |
| 5 | 6 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5797 | |
| 1342 | 17.4% | |
| 2 | 449 | 5.8% |
| 3 | 77 | 1.0% |
| 4 | 16 | 0.2% |
| 5 | 6 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 18066 | ||
| 7691 | ||
| 1 | 5797 | 17.3% |
| - | 1342 | 4.0% |
| 2 | 449 | 1.3% |
| 3 | 77 | 0.2% |
| 4 | 16 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33448 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 18066 | ||
| 7691 | ||
| 1 | 5797 | 17.3% |
| - | 1342 | 4.0% |
| 2 | 449 | 1.3% |
| 3 | 77 | 0.2% |
| 4 | 16 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33448 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 18066 | ||
| 7691 | ||
| 1 | 5797 | 17.3% |
| - | 1342 | 4.0% |
| 2 | 449 | 1.3% |
| 3 | 77 | 0.2% |
| 4 | 16 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33448 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 18066 | ||
| 7691 | ||
| 1 | 5797 | 17.3% |
| - | 1342 | 4.0% |
| 2 | 449 | 1.3% |
| 3 | 77 | 0.2% |
| 4 | 16 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
TP_injury_nk
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 465.3 KiB |
| 1 | |
|---|---|
| - | |
| 2 | 284 |
| 3 | 51 |
| 4 | 25 |
| Other values (2) | 9 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9377194 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3716 | |
| - | 3606 | |
| 2 | 284 | 3.7% |
| 3 | 51 | 0.7% |
| 4 | 25 | 0.3% |
| 5 | 8 | 0.1% |
| 6 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3716 | |
| 3606 | ||
| 2 | 284 | 3.7% |
| 3 | 51 | 0.7% |
| 4 | 25 | 0.3% |
| 5 | 8 | 0.1% |
| 6 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 22594 | ||
| 7691 | 20.3% | |
| 1 | 3716 | 9.8% |
| - | 3606 | 9.5% |
| 2 | 284 | 0.7% |
| 3 | 51 | 0.1% |
| 4 | 25 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 37976 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 22594 | ||
| 7691 | 20.3% | |
| 1 | 3716 | 9.8% |
| - | 3606 | 9.5% |
| 2 | 284 | 0.7% |
| 3 | 51 | 0.1% |
| 4 | 25 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 37976 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 22594 | ||
| 7691 | 20.3% | |
| 1 | 3716 | 9.8% |
| - | 3606 | 9.5% |
| 2 | 284 | 0.7% |
| 3 | 51 | 0.1% |
| 4 | 25 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 37976 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 22594 | ||
| 7691 | 20.3% | |
| 1 | 3716 | 9.8% |
| - | 3606 | 9.5% |
| 2 | 284 | 0.7% |
| 3 | 51 | 0.1% |
| 4 | 25 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 1 | < 0.1% |
TP_region_eastang
Categorical
High correlation Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.8 KiB |
| - | |
|---|---|
| 1 | 204 |
| 2 | 27 |
| 3 | 12 |
| 4 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9362892 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7446 | |
| 1 | 204 | 2.7% |
| 2 | 27 | 0.4% |
| 3 | 12 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7446 | ||
| 1 | 204 | 2.7% |
| 2 | 27 | 0.4% |
| 3 | 12 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30274 | ||
| 7691 | 16.8% | |
| - | 7446 | 16.3% |
| 1 | 204 | 0.4% |
| 2 | 27 | 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45656 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30274 | ||
| 7691 | 16.8% | |
| - | 7446 | 16.3% |
| 1 | 204 | 0.4% |
| 2 | 27 | 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45656 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30274 | ||
| 7691 | 16.8% | |
| - | 7446 | 16.3% |
| 1 | 204 | 0.4% |
| 2 | 27 | 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45656 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30274 | ||
| 7691 | 16.8% | |
| - | 7446 | 16.3% |
| 1 | 204 | 0.4% |
| 2 | 27 | 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
TP_region_eastmid
Categorical
Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.7 KiB |
| - | |
|---|---|
| 1 | 254 |
| 2 | 38 |
| 3 | 11 |
| 4 | 3 |
| Other values (2) | 3 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9196463 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7382 | |
| 1 | 254 | 3.3% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7382 | ||
| 1 | 254 | 3.3% |
| 2 | 38 | 0.5% |
| 3 | 11 | 0.1% |
| 4 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30146 | ||
| 7691 | 16.9% | |
| - | 7382 | 16.2% |
| 1 | 254 | 0.6% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45528 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30146 | ||
| 7691 | 16.9% | |
| - | 7382 | 16.2% |
| 1 | 254 | 0.6% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45528 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30146 | ||
| 7691 | 16.9% | |
| - | 7382 | 16.2% |
| 1 | 254 | 0.6% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45528 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30146 | ||
| 7691 | 16.9% | |
| - | 7382 | 16.2% |
| 1 | 254 | 0.6% |
| 2 | 38 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
TP_region_london
Categorical
High correlation Imbalance
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.1 KiB |
| - | |
|---|---|
| 1 | 104 |
| 2 | 12 |
| 4 | 3 |
| 3 | 2 |
| Other values (3) | 3 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9677545 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7567 | |
| 1 | 104 | 1.4% |
| 2 | 12 | 0.2% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7567 | ||
| 1 | 104 | 1.4% |
| 2 | 12 | 0.2% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30516 | ||
| 7691 | 16.8% | |
| - | 7567 | 16.5% |
| 1 | 104 | 0.2% |
| 2 | 12 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45898 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30516 | ||
| 7691 | 16.8% | |
| - | 7567 | 16.5% |
| 1 | 104 | 0.2% |
| 2 | 12 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45898 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30516 | ||
| 7691 | 16.8% | |
| - | 7567 | 16.5% |
| 1 | 104 | 0.2% |
| 2 | 12 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45898 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30516 | ||
| 7691 | 16.8% | |
| - | 7567 | 16.5% |
| 1 | 104 | 0.2% |
| 2 | 12 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
TP_region_north
Categorical
High correlation Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.0 KiB |
| - | |
|---|---|
| 1 | 130 |
| 2 | 23 |
| 3 | 9 |
| 4 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9576128 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7528 | |
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7528 | ||
| 1 | 130 | 1.7% |
| 2 | 23 | 0.3% |
| 3 | 9 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30438 | ||
| 7691 | 16.8% | |
| - | 7528 | 16.4% |
| 1 | 130 | 0.3% |
| 2 | 23 | 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45820 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30438 | ||
| 7691 | 16.8% | |
| - | 7528 | 16.4% |
| 1 | 130 | 0.3% |
| 2 | 23 | 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45820 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30438 | ||
| 7691 | 16.8% | |
| - | 7528 | 16.4% |
| 1 | 130 | 0.3% |
| 2 | 23 | 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45820 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30438 | ||
| 7691 | 16.8% | |
| - | 7528 | 16.4% |
| 1 | 130 | 0.3% |
| 2 | 23 | 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 1 | < 0.1% |
TP_region_northw
Categorical
High correlation Imbalance
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.6 KiB |
| - | |
|---|---|
| 1 | 276 |
| 2 | 64 |
| 3 | 18 |
| 4 | 8 |
| Other values (3) | 4 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9037836 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | - |
| 3rd row | 1 |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7321 | |
| 1 | 276 | 3.6% |
| 2 | 64 | 0.8% |
| 3 | 18 | 0.2% |
| 4 | 8 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7321 | ||
| 1 | 276 | 3.6% |
| 2 | 64 | 0.8% |
| 3 | 18 | 0.2% |
| 4 | 8 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30024 | ||
| 7691 | 16.9% | |
| - | 7321 | 16.1% |
| 1 | 276 | 0.6% |
| 2 | 64 | 0.1% |
| 3 | 18 | < 0.1% |
| 4 | 8 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45406 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30024 | ||
| 7691 | 16.9% | |
| - | 7321 | 16.1% |
| 1 | 276 | 0.6% |
| 2 | 64 | 0.1% |
| 3 | 18 | < 0.1% |
| 4 | 8 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45406 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30024 | ||
| 7691 | 16.9% | |
| - | 7321 | 16.1% |
| 1 | 276 | 0.6% |
| 2 | 64 | 0.1% |
| 3 | 18 | < 0.1% |
| 4 | 8 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45406 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30024 | ||
| 7691 | 16.9% | |
| - | 7321 | 16.1% |
| 1 | 276 | 0.6% |
| 2 | 64 | 0.1% |
| 3 | 18 | < 0.1% |
| 4 | 8 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
TP_region_outerldn
Categorical
Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.8 KiB |
| - | |
|---|---|
| 1 | 202 |
| 2 | 22 |
| 3 | 7 |
| 4 | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9391497 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7457 | |
| 1 | 202 | 2.6% |
| 2 | 22 | 0.3% |
| 3 | 7 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7457 | ||
| 1 | 202 | 2.6% |
| 2 | 22 | 0.3% |
| 3 | 7 | 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30296 | ||
| 7691 | 16.8% | |
| - | 7457 | 16.3% |
| 1 | 202 | 0.4% |
| 2 | 22 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45678 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30296 | ||
| 7691 | 16.8% | |
| - | 7457 | 16.3% |
| 1 | 202 | 0.4% |
| 2 | 22 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45678 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30296 | ||
| 7691 | 16.8% | |
| - | 7457 | 16.3% |
| 1 | 202 | 0.4% |
| 2 | 22 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45678 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30296 | ||
| 7691 | 16.8% | |
| - | 7457 | 16.3% |
| 1 | 202 | 0.4% |
| 2 | 22 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
TP_region_scotland
Categorical
Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 473.1 KiB |
| - | |
|---|---|
| 1 | 95 |
| 2 | 19 |
| 5 | 2 |
| 4 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9693148 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7573 | |
| 1 | 95 | 1.2% |
| 2 | 19 | 0.2% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7573 | ||
| 1 | 95 | 1.2% |
| 2 | 19 | 0.2% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30528 | ||
| 7691 | 16.8% | |
| - | 7573 | 16.5% |
| 1 | 95 | 0.2% |
| 2 | 19 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45910 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30528 | ||
| 7691 | 16.8% | |
| - | 7573 | 16.5% |
| 1 | 95 | 0.2% |
| 2 | 19 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45910 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30528 | ||
| 7691 | 16.8% | |
| - | 7573 | 16.5% |
| 1 | 95 | 0.2% |
| 2 | 19 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45910 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30528 | ||
| 7691 | 16.8% | |
| - | 7573 | 16.5% |
| 1 | 95 | 0.2% |
| 2 | 19 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
TP_region_southe
Categorical
Imbalance
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 471.9 KiB |
| - | |
|---|---|
| 1 | 618 |
| 2 | 69 |
| 3 | 23 |
| 5 | 5 |
| Other values (4) | 7 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8122481 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | 1 |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 6969 | |
| 1 | 618 | 8.0% |
| 2 | 69 | 0.9% |
| 3 | 23 | 0.3% |
| 5 | 5 | 0.1% |
| 4 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 6969 | ||
| 1 | 618 | 8.0% |
| 2 | 69 | 0.9% |
| 3 | 23 | 0.3% |
| 5 | 5 | 0.1% |
| 4 | 4 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 29320 | ||
| 7691 | 17.2% | |
| - | 6969 | 15.6% |
| 1 | 618 | 1.4% |
| 2 | 69 | 0.2% |
| 3 | 23 | 0.1% |
| 5 | 5 | < 0.1% |
| 4 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44702 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29320 | ||
| 7691 | 17.2% | |
| - | 6969 | 15.6% |
| 1 | 618 | 1.4% |
| 2 | 69 | 0.2% |
| 3 | 23 | 0.1% |
| 5 | 5 | < 0.1% |
| 4 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44702 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29320 | ||
| 7691 | 17.2% | |
| - | 6969 | 15.6% |
| 1 | 618 | 1.4% |
| 2 | 69 | 0.2% |
| 3 | 23 | 0.1% |
| 5 | 5 | < 0.1% |
| 4 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44702 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29320 | ||
| 7691 | 17.2% | |
| - | 6969 | 15.6% |
| 1 | 618 | 1.4% |
| 2 | 69 | 0.2% |
| 3 | 23 | 0.1% |
| 5 | 5 | < 0.1% |
| 4 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
TP_region_southw
Categorical
High correlation Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.1 KiB |
| - | |
|---|---|
| 1 | 530 |
| 2 | 53 |
| 3 | 11 |
| 4 | 5 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8439735 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7091 | |
| 1 | 530 | 6.9% |
| 2 | 53 | 0.7% |
| 3 | 11 | 0.1% |
| 4 | 5 | 0.1% |
| 5 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7091 | ||
| 1 | 530 | 6.9% |
| 2 | 53 | 0.7% |
| 3 | 11 | 0.1% |
| 4 | 5 | 0.1% |
| 5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 29564 | ||
| 7691 | 17.1% | |
| - | 7091 | 15.8% |
| 1 | 530 | 1.2% |
| 2 | 53 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44946 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29564 | ||
| 7691 | 17.1% | |
| - | 7091 | 15.8% |
| 1 | 530 | 1.2% |
| 2 | 53 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44946 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29564 | ||
| 7691 | 17.1% | |
| - | 7091 | 15.8% |
| 1 | 530 | 1.2% |
| 2 | 53 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44946 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29564 | ||
| 7691 | 17.1% | |
| - | 7091 | 15.8% |
| 1 | 530 | 1.2% |
| 2 | 53 | 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 1 | < 0.1% |
TP_region_wales
Categorical
Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.7 KiB |
| - | |
|---|---|
| 1 | 274 |
| 2 | 36 |
| 3 | 14 |
| 4 | 5 |
| Other values (2) | 5 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9131452 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7357 | |
| 1 | 274 | 3.6% |
| 2 | 36 | 0.5% |
| 3 | 14 | 0.2% |
| 4 | 5 | 0.1% |
| 5 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7357 | ||
| 1 | 274 | 3.6% |
| 2 | 36 | 0.5% |
| 3 | 14 | 0.2% |
| 4 | 5 | 0.1% |
| 5 | 4 | 0.1% |
| 7 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 30096 | ||
| 7691 | 16.9% | |
| - | 7357 | 16.2% |
| 1 | 274 | 0.6% |
| 2 | 36 | 0.1% |
| 3 | 14 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45478 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 30096 | ||
| 7691 | 16.9% | |
| - | 7357 | 16.2% |
| 1 | 274 | 0.6% |
| 2 | 36 | 0.1% |
| 3 | 14 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45478 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 30096 | ||
| 7691 | 16.9% | |
| - | 7357 | 16.2% |
| 1 | 274 | 0.6% |
| 2 | 36 | 0.1% |
| 3 | 14 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45478 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 30096 | ||
| 7691 | 16.9% | |
| - | 7357 | 16.2% |
| 1 | 274 | 0.6% |
| 2 | 36 | 0.1% |
| 3 | 14 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
TP_region_westmid
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.5 KiB |
| - | |
|---|---|
| 1 | 341 |
| 2 | 54 |
| 3 | 21 |
| 4 | 9 |
| Other values (2) | 4 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.888441 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | 1 |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7262 | |
| 1 | 341 | 4.4% |
| 2 | 54 | 0.7% |
| 3 | 21 | 0.3% |
| 4 | 9 | 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7262 | ||
| 1 | 341 | 4.4% |
| 2 | 54 | 0.7% |
| 3 | 21 | 0.3% |
| 4 | 9 | 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 29906 | ||
| 7691 | 17.0% | |
| - | 7262 | 16.0% |
| 1 | 341 | 0.8% |
| 2 | 54 | 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45288 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29906 | ||
| 7691 | 17.0% | |
| - | 7262 | 16.0% |
| 1 | 341 | 0.8% |
| 2 | 54 | 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45288 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29906 | ||
| 7691 | 17.0% | |
| - | 7262 | 16.0% |
| 1 | 341 | 0.8% |
| 2 | 54 | 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45288 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29906 | ||
| 7691 | 17.0% | |
| - | 7262 | 16.0% |
| 1 | 341 | 0.8% |
| 2 | 54 | 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
TP_region_yorkshire
Categorical
Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 472.4 KiB |
| - | |
|---|---|
| 1 | 362 |
| 2 | 64 |
| 3 | 19 |
| 4 | 11 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.8803797 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 7231 | |
| 1 | 362 | 4.7% |
| 2 | 64 | 0.8% |
| 3 | 19 | 0.2% |
| 4 | 11 | 0.1% |
| 5 | 4 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7231 | ||
| 1 | 362 | 4.7% |
| 2 | 64 | 0.8% |
| 3 | 19 | 0.2% |
| 4 | 11 | 0.1% |
| 5 | 4 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 29844 | ||
| 7691 | 17.0% | |
| - | 7231 | 16.0% |
| 1 | 362 | 0.8% |
| 2 | 64 | 0.1% |
| 3 | 19 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45226 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 29844 | ||
| 7691 | 17.0% | |
| - | 7231 | 16.0% |
| 1 | 362 | 0.8% |
| 2 | 64 | 0.1% |
| 3 | 19 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45226 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 29844 | ||
| 7691 | 17.0% | |
| - | 7231 | 16.0% |
| 1 | 362 | 0.8% |
| 2 | 64 | 0.1% |
| 3 | 19 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45226 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 29844 | ||
| 7691 | 17.0% | |
| - | 7231 | 16.0% |
| 1 | 362 | 0.8% |
| 2 | 64 | 0.1% |
| 3 | 19 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 4 | < 0.1% |
Incurred
Text
| Distinct | 4327 |
|---|---|
| Distinct (%) | 56.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 746.5 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 8.1898323 |
| Min length | 5 |
Unique
| Unique | 3471 ? |
|---|---|
| Unique (%) | 45.1% |
Sample
| 1st row | £ - |
|---|---|
| 2nd row | £ 2,801 |
| 3rd row | £ 1,221 |
| 4th row | £ 3,530 |
| 5th row | £ 3,156 |
| Value | Count | Frequency (%) |
| £ | 7691 | |
| 1754 | 11.4% | |
| 23 | 55 | 0.4% |
| 24 | 28 | 0.2% |
| 86 | 23 | 0.1% |
| 19 | 18 | 0.1% |
| 78 | 18 | 0.1% |
| 84 | 18 | 0.1% |
| 85 | 18 | 0.1% |
| 70 | 16 | 0.1% |
| Other values (4287) | 5743 |
Most occurring characters
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4069 | 6.5% |
| 1 | 3626 | 5.8% |
| 2 | 2917 | 4.6% |
| 3 | 2404 | 3.8% |
| 4 | 2257 | 3.6% |
| 5 | 2067 | 3.3% |
| 7 | 2038 | 3.2% |
| Other values (5) | 9386 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 62988 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4069 | 6.5% |
| 1 | 3626 | 5.8% |
| 2 | 2917 | 4.6% |
| 3 | 2404 | 3.8% |
| 4 | 2257 | 3.6% |
| 5 | 2067 | 3.3% |
| 7 | 2038 | 3.2% |
| Other values (5) | 9386 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 62988 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4069 | 6.5% |
| 1 | 3626 | 5.8% |
| 2 | 2917 | 4.6% |
| 3 | 2404 | 3.8% |
| 4 | 2257 | 3.6% |
| 5 | 2067 | 3.3% |
| 7 | 2038 | 3.2% |
| Other values (5) | 9386 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 62988 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4069 | 6.5% |
| 1 | 3626 | 5.8% |
| 2 | 2917 | 4.6% |
| 3 | 2404 | 3.8% |
| 4 | 2257 | 3.6% |
| 5 | 2067 | 3.3% |
| 7 | 2038 | 3.2% |
| Other values (5) | 9386 |
Capped Incurred
Text
| Distinct | 4130 |
|---|---|
| Distinct (%) | 53.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 746.4 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.1790404 |
| Min length | 5 |
Unique
| Unique | 3273 ? |
|---|---|
| Unique (%) | 42.6% |
Sample
| 1st row | £ - |
|---|---|
| 2nd row | £ 2,801 |
| 3rd row | £ 1,221 |
| 4th row | £ 3,530 |
| 5th row | £ 3,156 |
| Value | Count | Frequency (%) |
| £ | 7691 | |
| 1754 | 11.4% | |
| 50,000 | 198 | 1.3% |
| 23 | 55 | 0.4% |
| 24 | 28 | 0.2% |
| 86 | 23 | 0.1% |
| 84 | 18 | 0.1% |
| 19 | 18 | 0.1% |
| 85 | 18 | 0.1% |
| 78 | 18 | 0.1% |
| Other values (4090) | 5561 |
Most occurring characters
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4066 | 6.5% |
| 1 | 3490 | 5.5% |
| 2 | 2813 | 4.5% |
| 0 | 2501 | 4.0% |
| 3 | 2306 | 3.7% |
| 4 | 2178 | 3.5% |
| 5 | 2135 | 3.4% |
| Other values (5) | 9192 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 62905 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4066 | 6.5% |
| 1 | 3490 | 5.5% |
| 2 | 2813 | 4.5% |
| 0 | 2501 | 4.0% |
| 3 | 2306 | 3.7% |
| 4 | 2178 | 3.5% |
| 5 | 2135 | 3.4% |
| Other values (5) | 9192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 62905 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4066 | 6.5% |
| 1 | 3490 | 5.5% |
| 2 | 2813 | 4.5% |
| 0 | 2501 | 4.0% |
| 3 | 2306 | 3.7% |
| 4 | 2178 | 3.5% |
| 5 | 2135 | 3.4% |
| Other values (5) | 9192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 62905 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 18842 | ||
| £ | 7691 | |
| 7691 | ||
| , | 4066 | 6.5% |
| 1 | 3490 | 5.5% |
| 2 | 2813 | 4.5% |
| 0 | 2501 | 4.0% |
| 3 | 2306 | 3.7% |
| 4 | 2178 | 3.5% |
| 5 | 2135 | 3.4% |
| Other values (5) | 9192 |
Unnamed: 46
Unsupported
Missing Rejected Unsupported
| Missing | 7691 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 60.2 KiB |
Interactions
Correlations
| Claim Number | Notification_period | Inception_to_loss | Time_hour | Unnamed: 46 | |
|---|---|---|---|---|---|
| Claim Number | 1.000 | 0.026 | 0.028 | -0.001 | NaN |
| Notification_period | 0.026 | 1.000 | -0.021 | -0.156 | NaN |
| Inception_to_loss | 0.028 | -0.021 | 1.000 | -0.007 | NaN |
| Time_hour | -0.001 | -0.156 | -0.007 | 1.000 | NaN |
| Unnamed: 46 | NaN | NaN | NaN | NaN | NaN |
| Claim Number | Notification_period | Inception_to_loss | Time_hour | Unnamed: 46 | |
|---|---|---|---|---|---|
| Claim Number | 1.000 | -0.058 | 0.029 | -0.003 | NaN |
| Notification_period | -0.058 | 1.000 | -0.011 | 0.184 | NaN |
| Inception_to_loss | 0.029 | -0.011 | 1.000 | -0.008 | NaN |
| Time_hour | -0.003 | 0.184 | -0.008 | 1.000 | NaN |
| Unnamed: 46 | NaN | NaN | NaN | NaN | NaN |
| Claim Number | Notification_period | Inception_to_loss | Time_hour | Unnamed: 46 | |
|---|---|---|---|---|---|
| Claim Number | 1.000 | -0.043 | 0.019 | -0.002 | NaN |
| Notification_period | -0.043 | 1.000 | -0.008 | 0.147 | NaN |
| Inception_to_loss | 0.019 | -0.008 | 1.000 | -0.006 | NaN |
| Time_hour | -0.002 | 0.147 | -0.006 | 1.000 | NaN |
| Unnamed: 46 | NaN | NaN | NaN | NaN | NaN |
| Claim Number | Notifier | Notification_period | Inception_to_loss | Location_of_incident | Weather_conditions | Vehicle_mobile | Time_hour | Main_driver | PH_considered_TP_at_fault | Vechile_registration_present | Incident_details_present | Injury_details_present | TP_type_insd_pass_back | TP_type_driver | TP_type_pass_back | TP_type_pass_front | TP_type_bike | TP_type_cyclist | TP_type_pedestrian | TP_type_other | TP_type_nk | TP_injury_whiplash | TP_injury_traumatic | TP_injury_fatality | TP_injury_unclear | TP_injury_nk | TP_region_eastang | TP_region_eastmid | TP_region_london | TP_region_north | TP_region_northw | TP_region_outerldn | TP_region_scotland | TP_region_southe | TP_region_southw | TP_region_wales | TP_region_westmid | TP_region_yorkshire | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Claim Number | 1.000 | 0.746 | 0.051 | 0.000 | 0.116 | 0.242 | 0.202 | 0.058 | 0.691 | 0.746 | 0.019 | 0.391 | 0.085 | 0.096 | 0.560 | 0.038 | 0.074 | 0.000 | 0.000 | 0.001 | 0.090 | 0.546 | 0.094 | 0.135 | 0.045 | 0.105 | 0.141 | 0.000 | 0.000 | 0.020 | 0.023 | 0.000 | 0.000 | 0.000 | 0.089 | 0.085 | 0.034 | 0.000 | 0.039 |
| Notifier | 0.746 | 1.000 | 0.236 | 0.000 | 0.249 | 0.290 | 0.376 | 0.327 | 0.268 | 0.154 | 0.013 | 0.098 | 0.076 | 0.000 | 0.133 | 0.066 | 0.042 | 0.000 | 0.000 | 0.000 | 0.047 | 0.113 | 0.051 | 0.024 | 0.000 | 0.067 | 0.060 | 0.011 | 0.064 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.065 | 0.026 | 0.054 | 0.052 | 0.030 |
| Notification_period | 0.051 | 0.236 | 1.000 | 0.000 | 0.190 | 0.221 | 0.344 | 0.250 | 0.097 | 0.021 | 0.000 | 0.059 | 0.067 | 0.000 | 0.000 | 0.000 | 0.000 | 0.058 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.097 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Inception_to_loss | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.006 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.019 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.023 | 0.000 | 0.011 | 0.000 | 0.000 | 0.035 | 0.000 |
| Location_of_incident | 0.116 | 0.249 | 0.190 | 0.000 | 1.000 | 0.518 | 0.478 | 0.308 | 0.195 | 0.096 | 0.024 | 0.066 | 0.228 | 0.035 | 0.077 | 0.022 | 0.072 | 0.000 | 0.048 | 0.000 | 0.073 | 0.051 | 0.094 | 0.067 | 0.048 | 0.148 | 0.054 | 0.000 | 0.050 | 0.110 | 0.000 | 0.125 | 0.019 | 0.000 | 0.152 | 0.067 | 0.069 | 0.000 | 0.023 |
| Weather_conditions | 0.242 | 0.290 | 0.221 | 0.006 | 0.518 | 1.000 | 0.406 | 0.452 | 0.137 | 0.053 | 0.050 | 0.091 | 0.120 | 0.000 | 0.056 | 0.058 | 0.019 | 0.000 | 0.000 | 0.000 | 0.059 | 0.023 | 0.051 | 0.000 | 0.047 | 0.087 | 0.033 | 0.040 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.051 | 0.063 | 0.048 | 0.044 | 0.000 | 0.017 |
| Vehicle_mobile | 0.202 | 0.376 | 0.344 | 0.000 | 0.478 | 0.406 | 1.000 | 0.529 | 0.460 | 0.098 | 0.004 | 0.042 | 0.229 | 0.081 | 0.205 | 0.108 | 0.225 | 0.000 | 0.000 | 0.000 | 0.117 | 0.164 | 0.200 | 0.140 | 0.128 | 0.228 | 0.139 | 0.096 | 0.054 | 0.084 | 0.052 | 0.029 | 0.000 | 0.079 | 0.141 | 0.076 | 0.089 | 0.046 | 0.088 |
| Time_hour | 0.058 | 0.327 | 0.250 | 0.031 | 0.308 | 0.452 | 0.529 | 1.000 | 0.199 | 0.000 | 0.000 | 0.050 | 0.178 | 0.073 | 0.044 | 0.027 | 0.088 | 0.000 | 0.000 | 0.000 | 0.063 | 0.023 | 0.073 | 0.140 | 0.031 | 0.083 | 0.052 | 0.037 | 0.040 | 0.157 | 0.110 | 0.029 | 0.042 | 0.000 | 0.061 | 0.048 | 0.029 | 0.034 | 0.000 |
| Main_driver | 0.691 | 0.268 | 0.097 | 0.000 | 0.195 | 0.137 | 0.460 | 0.199 | 1.000 | 0.510 | 0.012 | 0.102 | 0.016 | 0.029 | 0.715 | 0.000 | 0.067 | 0.066 | 0.007 | 0.000 | 0.086 | 0.693 | 0.041 | 0.075 | 0.000 | 0.080 | 0.155 | 0.053 | 0.000 | 0.019 | 0.040 | 0.000 | 0.027 | 0.000 | 0.108 | 0.151 | 0.021 | 0.052 | 0.051 |
| PH_considered_TP_at_fault | 0.746 | 0.154 | 0.021 | 0.000 | 0.096 | 0.053 | 0.098 | 0.000 | 0.510 | 1.000 | 0.000 | 0.320 | 0.029 | 0.036 | 0.569 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.066 | 0.547 | 0.105 | 0.079 | 0.000 | 0.120 | 0.124 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.075 | 0.002 | 0.000 | 0.026 |
| Vechile_registration_present | 0.019 | 0.013 | 0.000 | 0.000 | 0.024 | 0.050 | 0.004 | 0.000 | 0.012 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.117 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.153 | 0.000 | 0.103 | 0.000 | 0.000 | 0.387 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.381 | 0.000 | 0.000 |
| Incident_details_present | 0.391 | 0.098 | 0.059 | 0.026 | 0.066 | 0.091 | 0.042 | 0.050 | 0.102 | 0.320 | 0.000 | 1.000 | 0.152 | 0.022 | 0.343 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.338 | 0.039 | 0.016 | 0.001 | 0.018 | 0.044 | 0.000 | 0.018 | 0.005 | 0.006 | 0.025 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.013 | 0.006 |
| Injury_details_present | 0.085 | 0.076 | 0.067 | 0.000 | 0.228 | 0.120 | 0.229 | 0.178 | 0.016 | 0.029 | 0.000 | 0.152 | 1.000 | 0.117 | 0.121 | 0.026 | 0.052 | 0.000 | 0.000 | 0.000 | 0.057 | 0.084 | 0.178 | 0.154 | 0.023 | 0.198 | 0.134 | 0.070 | 0.055 | 0.000 | 0.037 | 0.057 | 0.051 | 0.086 | 0.036 | 0.049 | 0.029 | 0.020 | 0.078 |
| TP_type_insd_pass_back | 0.096 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.081 | 0.073 | 0.029 | 0.036 | 0.000 | 0.022 | 0.117 | 1.000 | 0.038 | 0.049 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.240 | 0.360 | 0.167 | 0.380 | 0.330 | 0.133 | 0.064 | 0.326 | 0.116 | 0.224 | 0.000 | 0.080 | 0.324 | 0.027 | 0.146 | 0.045 | 0.142 |
| TP_type_driver | 0.560 | 0.133 | 0.000 | 0.000 | 0.077 | 0.056 | 0.205 | 0.044 | 0.715 | 0.569 | 0.117 | 0.343 | 0.121 | 0.038 | 1.000 | 0.092 | 0.276 | 0.150 | 0.000 | 0.099 | 0.082 | 0.768 | 0.253 | 0.154 | 0.078 | 0.550 | 0.341 | 0.066 | 0.064 | 0.000 | 0.036 | 0.081 | 0.128 | 0.000 | 0.219 | 0.092 | 0.054 | 0.078 | 0.114 |
| TP_type_pass_back | 0.038 | 0.066 | 0.000 | 0.010 | 0.022 | 0.058 | 0.108 | 0.027 | 0.000 | 0.000 | 0.006 | 0.000 | 0.026 | 0.049 | 0.092 | 1.000 | 0.353 | 0.000 | 0.000 | 0.000 | 0.128 | 0.069 | 0.717 | 0.198 | 0.000 | 0.160 | 0.318 | 0.094 | 0.446 | 0.647 | 0.145 | 0.168 | 0.236 | 0.183 | 0.437 | 0.184 | 0.336 | 0.717 | 0.221 |
| TP_type_pass_front | 0.074 | 0.042 | 0.000 | 0.000 | 0.072 | 0.019 | 0.225 | 0.088 | 0.067 | 0.040 | 0.000 | 0.000 | 0.052 | 0.052 | 0.276 | 0.353 | 1.000 | 0.000 | 0.007 | 0.000 | 0.103 | 0.222 | 0.580 | 0.295 | 0.173 | 0.280 | 0.163 | 0.271 | 0.201 | 0.100 | 0.103 | 0.325 | 0.301 | 0.210 | 0.329 | 0.294 | 0.284 | 0.245 | 0.367 |
| TP_type_bike | 0.000 | 0.000 | 0.058 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.150 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.083 | 0.043 | 0.017 | 0.078 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 |
| TP_type_cyclist | 0.000 | 0.000 | 0.049 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.138 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_type_pedestrian | 0.001 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.202 | 0.000 |
| TP_type_other | 0.090 | 0.047 | 0.000 | 0.000 | 0.073 | 0.059 | 0.117 | 0.063 | 0.086 | 0.066 | 0.153 | 0.015 | 0.057 | 0.000 | 0.082 | 0.128 | 0.103 | 0.000 | 0.000 | 0.000 | 1.000 | 0.114 | 0.232 | 0.105 | 0.126 | 0.576 | 0.341 | 0.055 | 0.176 | 0.216 | 0.000 | 0.644 | 0.103 | 0.071 | 0.095 | 0.395 | 0.457 | 0.365 | 0.100 |
| TP_type_nk | 0.546 | 0.113 | 0.000 | 0.000 | 0.051 | 0.023 | 0.164 | 0.023 | 0.693 | 0.547 | 0.000 | 0.338 | 0.084 | 0.047 | 0.768 | 0.069 | 0.222 | 0.080 | 0.000 | 0.000 | 0.114 | 1.000 | 0.232 | 0.108 | 0.002 | 0.681 | 0.645 | 0.060 | 0.022 | 0.000 | 0.000 | 0.188 | 0.040 | 0.000 | 0.114 | 0.155 | 0.017 | 0.071 | 0.141 |
| TP_injury_whiplash | 0.094 | 0.051 | 0.000 | 0.019 | 0.094 | 0.051 | 0.200 | 0.073 | 0.041 | 0.105 | 0.103 | 0.039 | 0.178 | 0.240 | 0.253 | 0.717 | 0.580 | 0.083 | 0.029 | 0.000 | 0.232 | 0.232 | 1.000 | 0.159 | 0.021 | 0.590 | 0.288 | 0.095 | 0.234 | 0.661 | 0.178 | 0.551 | 0.221 | 0.275 | 0.299 | 0.161 | 0.271 | 0.555 | 0.322 |
| TP_injury_traumatic | 0.135 | 0.024 | 0.000 | 0.057 | 0.067 | 0.000 | 0.140 | 0.140 | 0.075 | 0.079 | 0.000 | 0.016 | 0.154 | 0.360 | 0.154 | 0.198 | 0.295 | 0.043 | 0.000 | 0.099 | 0.105 | 0.108 | 0.159 | 1.000 | 0.122 | 0.252 | 0.138 | 0.111 | 0.183 | 0.037 | 0.583 | 0.298 | 0.069 | 0.095 | 0.460 | 0.086 | 0.113 | 0.103 | 0.151 |
| TP_injury_fatality | 0.045 | 0.000 | 0.000 | 0.000 | 0.048 | 0.047 | 0.128 | 0.031 | 0.000 | 0.000 | 0.000 | 0.001 | 0.023 | 0.167 | 0.078 | 0.000 | 0.173 | 0.017 | 0.000 | 0.000 | 0.126 | 0.002 | 0.021 | 0.122 | 1.000 | 0.044 | 0.102 | 0.833 | 0.000 | 0.000 | 0.000 | 0.155 | 0.000 | 0.000 | 0.448 | 0.086 | 0.000 | 0.043 | 0.050 |
| TP_injury_unclear | 0.105 | 0.067 | 0.000 | 0.000 | 0.148 | 0.087 | 0.228 | 0.083 | 0.080 | 0.120 | 0.387 | 0.018 | 0.198 | 0.380 | 0.550 | 0.160 | 0.280 | 0.078 | 0.023 | 0.046 | 0.576 | 0.681 | 0.590 | 0.252 | 0.044 | 1.000 | 0.650 | 0.072 | 0.105 | 0.305 | 0.062 | 0.471 | 0.062 | 0.044 | 0.136 | 0.523 | 0.495 | 0.106 | 0.111 |
| TP_injury_nk | 0.141 | 0.060 | 0.000 | 0.000 | 0.054 | 0.033 | 0.139 | 0.052 | 0.155 | 0.124 | 0.045 | 0.044 | 0.134 | 0.330 | 0.341 | 0.318 | 0.163 | 0.015 | 0.000 | 0.000 | 0.341 | 0.645 | 0.288 | 0.138 | 0.102 | 0.650 | 1.000 | 0.095 | 0.172 | 0.084 | 0.073 | 0.111 | 0.091 | 0.065 | 0.209 | 0.195 | 0.230 | 0.232 | 0.142 |
| TP_region_eastang | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.040 | 0.096 | 0.037 | 0.053 | 0.000 | 0.000 | 0.000 | 0.070 | 0.133 | 0.066 | 0.094 | 0.271 | 0.000 | 0.000 | 0.000 | 0.055 | 0.060 | 0.095 | 0.111 | 0.833 | 0.072 | 0.095 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_region_eastmid | 0.000 | 0.064 | 0.000 | 0.000 | 0.050 | 0.000 | 0.054 | 0.040 | 0.000 | 0.000 | 0.000 | 0.018 | 0.055 | 0.064 | 0.064 | 0.446 | 0.201 | 0.000 | 0.138 | 0.000 | 0.176 | 0.022 | 0.234 | 0.183 | 0.000 | 0.105 | 0.172 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_region_london | 0.020 | 0.000 | 0.097 | 0.006 | 0.110 | 0.022 | 0.084 | 0.157 | 0.019 | 0.000 | 0.000 | 0.005 | 0.000 | 0.326 | 0.000 | 0.647 | 0.100 | 0.000 | 0.000 | 0.000 | 0.216 | 0.000 | 0.661 | 0.037 | 0.000 | 0.305 | 0.084 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_region_north | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.110 | 0.040 | 0.000 | 0.000 | 0.006 | 0.037 | 0.116 | 0.036 | 0.145 | 0.103 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.178 | 0.583 | 0.000 | 0.062 | 0.073 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_region_northw | 0.000 | 0.034 | 0.000 | 0.000 | 0.125 | 0.000 | 0.029 | 0.029 | 0.000 | 0.000 | 0.000 | 0.025 | 0.057 | 0.224 | 0.081 | 0.168 | 0.325 | 0.087 | 0.000 | 0.000 | 0.644 | 0.188 | 0.551 | 0.298 | 0.155 | 0.471 | 0.111 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 |
| TP_region_outerldn | 0.000 | 0.000 | 0.000 | 0.023 | 0.019 | 0.000 | 0.000 | 0.042 | 0.027 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.128 | 0.236 | 0.301 | 0.000 | 0.000 | 0.000 | 0.103 | 0.040 | 0.221 | 0.069 | 0.000 | 0.062 | 0.091 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_region_scotland | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.079 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.080 | 0.000 | 0.183 | 0.210 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.275 | 0.095 | 0.000 | 0.044 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_region_southe | 0.089 | 0.065 | 0.000 | 0.011 | 0.152 | 0.063 | 0.141 | 0.061 | 0.108 | 0.061 | 0.035 | 0.028 | 0.036 | 0.324 | 0.219 | 0.437 | 0.329 | 0.000 | 0.000 | 0.000 | 0.095 | 0.114 | 0.299 | 0.460 | 0.448 | 0.136 | 0.209 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.047 | 0.000 | 0.005 | 0.027 |
| TP_region_southw | 0.085 | 0.026 | 0.000 | 0.000 | 0.067 | 0.048 | 0.076 | 0.048 | 0.151 | 0.075 | 0.000 | 0.000 | 0.049 | 0.027 | 0.092 | 0.184 | 0.294 | 0.000 | 0.000 | 0.000 | 0.395 | 0.155 | 0.161 | 0.086 | 0.086 | 0.523 | 0.195 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 1.000 | 0.000 | 0.046 | 0.029 |
| TP_region_wales | 0.034 | 0.054 | 0.000 | 0.000 | 0.069 | 0.044 | 0.089 | 0.029 | 0.021 | 0.002 | 0.381 | 0.000 | 0.029 | 0.146 | 0.054 | 0.336 | 0.284 | 0.000 | 0.000 | 0.000 | 0.457 | 0.017 | 0.271 | 0.113 | 0.000 | 0.495 | 0.230 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| TP_region_westmid | 0.000 | 0.052 | 0.000 | 0.035 | 0.000 | 0.000 | 0.046 | 0.034 | 0.052 | 0.000 | 0.000 | 0.013 | 0.020 | 0.045 | 0.078 | 0.717 | 0.245 | 0.093 | 0.000 | 0.202 | 0.365 | 0.071 | 0.555 | 0.103 | 0.043 | 0.106 | 0.232 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.046 | 0.000 | 1.000 | 0.000 |
| TP_region_yorkshire | 0.039 | 0.030 | 0.000 | 0.000 | 0.023 | 0.017 | 0.088 | 0.000 | 0.051 | 0.026 | 0.000 | 0.006 | 0.078 | 0.142 | 0.114 | 0.221 | 0.367 | 0.000 | 0.000 | 0.000 | 0.100 | 0.141 | 0.322 | 0.151 | 0.050 | 0.111 | 0.142 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.027 | 0.029 | 0.000 | 0.000 | 1.000 |
| Incident_details_present | Injury_details_present | Location_of_incident | Main_driver | Notifier | PH_considered_TP_at_fault | TP_injury_fatality | TP_injury_nk | TP_injury_traumatic | TP_injury_unclear | TP_injury_whiplash | TP_region_eastang | TP_region_eastmid | TP_region_london | TP_region_north | TP_region_northw | TP_region_outerldn | TP_region_scotland | TP_region_southe | TP_region_southw | TP_region_wales | TP_region_westmid | TP_region_yorkshire | TP_type_bike | TP_type_cyclist | TP_type_driver | TP_type_insd_pass_back | TP_type_nk | TP_type_other | TP_type_pass_back | TP_type_pass_front | TP_type_pedestrian | Vechile_registration_present | Vehicle_mobile | Weather_conditions | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Incident_details_present | 1.000 | 0.097 | 0.050 | 0.168 | 0.120 | 0.214 | 0.002 | 0.047 | 0.020 | 0.014 | 0.029 | 0.000 | 0.019 | 0.003 | 0.007 | 0.019 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.014 | 0.004 | 0.000 | 0.000 | 0.247 | 0.027 | 0.243 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.060 |
| Injury_details_present | 0.097 | 1.000 | 0.171 | 0.026 | 0.093 | 0.019 | 0.039 | 0.143 | 0.188 | 0.149 | 0.134 | 0.050 | 0.059 | 0.000 | 0.046 | 0.043 | 0.037 | 0.062 | 0.036 | 0.035 | 0.031 | 0.022 | 0.056 | 0.000 | 0.000 | 0.087 | 0.143 | 0.061 | 0.061 | 0.028 | 0.087 | 0.000 | 0.000 | 0.375 | 0.080 |
| Location_of_incident | 0.050 | 0.171 | 1.000 | 0.125 | 0.155 | 0.043 | 0.030 | 0.029 | 0.041 | 0.050 | 0.031 | 0.000 | 0.027 | 0.037 | 0.000 | 0.042 | 0.010 | 0.000 | 0.075 | 0.037 | 0.037 | 0.000 | 0.013 | 0.000 | 0.036 | 0.043 | 0.022 | 0.028 | 0.039 | 0.012 | 0.046 | 0.000 | 0.018 | 0.346 | 0.252 |
| Main_driver | 0.168 | 0.026 | 0.125 | 1.000 | 0.210 | 0.510 | 0.000 | 0.104 | 0.056 | 0.050 | 0.026 | 0.022 | 0.000 | 0.012 | 0.030 | 0.000 | 0.011 | 0.000 | 0.047 | 0.063 | 0.014 | 0.035 | 0.021 | 0.019 | 0.012 | 0.396 | 0.022 | 0.376 | 0.057 | 0.000 | 0.020 | 0.000 | 0.020 | 0.179 | 0.130 |
| Notifier | 0.120 | 0.093 | 0.155 | 0.210 | 1.000 | 0.127 | 0.000 | 0.038 | 0.009 | 0.041 | 0.031 | 0.008 | 0.041 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.038 | 0.017 | 0.034 | 0.033 | 0.020 | 0.000 | 0.000 | 0.090 | 0.000 | 0.076 | 0.030 | 0.042 | 0.031 | 0.000 | 0.015 | 0.307 | 0.240 |
| PH_considered_TP_at_fault | 0.214 | 0.019 | 0.043 | 0.510 | 0.127 | 1.000 | 0.000 | 0.085 | 0.064 | 0.054 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.048 | 0.001 | 0.000 | 0.017 | 0.000 | 0.000 | 0.403 | 0.030 | 0.384 | 0.046 | 0.000 | 0.037 | 0.000 | 0.000 | 0.093 | 0.050 |
| TP_injury_fatality | 0.002 | 0.039 | 0.030 | 0.000 | 0.000 | 0.000 | 1.000 | 0.069 | 0.092 | 0.028 | 0.013 | 0.521 | 0.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.000 | 0.221 | 0.035 | 0.000 | 0.028 | 0.021 | 0.005 | 0.000 | 0.032 | 0.127 | 0.001 | 0.084 | 0.000 | 0.053 | 0.000 | 0.000 | 0.038 | 0.044 |
| TP_injury_nk | 0.047 | 0.143 | 0.029 | 0.104 | 0.038 | 0.085 | 0.069 | 1.000 | 0.088 | 0.421 | 0.158 | 0.056 | 0.061 | 0.045 | 0.046 | 0.060 | 0.054 | 0.039 | 0.111 | 0.117 | 0.082 | 0.083 | 0.084 | 0.010 | 0.000 | 0.210 | 0.218 | 0.454 | 0.125 | 0.116 | 0.110 | 0.000 | 0.048 | 0.094 | 0.023 |
| TP_injury_traumatic | 0.020 | 0.188 | 0.041 | 0.056 | 0.009 | 0.064 | 0.092 | 0.088 | 1.000 | 0.157 | 0.098 | 0.075 | 0.118 | 0.022 | 0.251 | 0.188 | 0.046 | 0.064 | 0.287 | 0.058 | 0.072 | 0.066 | 0.102 | 0.032 | 0.000 | 0.105 | 0.141 | 0.073 | 0.067 | 0.127 | 0.233 | 0.121 | 0.000 | 0.106 | 0.000 |
| TP_injury_unclear | 0.014 | 0.149 | 0.050 | 0.050 | 0.041 | 0.054 | 0.028 | 0.421 | 0.157 | 1.000 | 0.232 | 0.040 | 0.056 | 0.106 | 0.038 | 0.174 | 0.034 | 0.024 | 0.067 | 0.324 | 0.292 | 0.056 | 0.061 | 0.049 | 0.017 | 0.345 | 0.245 | 0.465 | 0.355 | 0.086 | 0.185 | 0.034 | 0.290 | 0.148 | 0.039 |
| TP_injury_whiplash | 0.029 | 0.134 | 0.031 | 0.026 | 0.031 | 0.047 | 0.013 | 0.158 | 0.098 | 0.232 | 1.000 | 0.053 | 0.127 | 0.274 | 0.109 | 0.212 | 0.125 | 0.156 | 0.151 | 0.090 | 0.149 | 0.338 | 0.185 | 0.052 | 0.021 | 0.143 | 0.149 | 0.131 | 0.126 | 0.490 | 0.447 | 0.000 | 0.077 | 0.129 | 0.023 |
| TP_region_eastang | 0.000 | 0.050 | 0.000 | 0.022 | 0.008 | 0.000 | 0.521 | 0.056 | 0.075 | 0.040 | 0.053 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.090 | 0.022 | 0.032 | 0.056 | 0.116 | 0.000 | 0.000 | 0.039 | 0.026 |
| TP_region_eastmid | 0.019 | 0.059 | 0.027 | 0.000 | 0.041 | 0.000 | 0.000 | 0.061 | 0.118 | 0.056 | 0.127 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.038 | 0.041 | 0.013 | 0.062 | 0.169 | 0.137 | 0.000 | 0.000 | 0.036 | 0.000 |
| TP_region_london | 0.003 | 0.000 | 0.037 | 0.012 | 0.000 | 0.000 | 0.000 | 0.045 | 0.022 | 0.106 | 0.274 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.207 | 0.000 | 0.117 | 0.418 | 0.063 | 0.000 | 0.000 | 0.053 | 0.015 |
| TP_region_north | 0.007 | 0.046 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.046 | 0.251 | 0.038 | 0.109 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.044 | 0.000 | 0.000 | 0.093 | 0.077 | 0.000 | 0.000 | 0.039 | 0.000 |
| TP_region_northw | 0.019 | 0.043 | 0.042 | 0.000 | 0.021 | 0.000 | 0.098 | 0.060 | 0.188 | 0.174 | 0.212 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.055 | 0.000 | 0.045 | 0.139 | 0.105 | 0.415 | 0.090 | 0.218 | 0.000 | 0.000 | 0.018 | 0.000 |
| TP_region_outerldn | 0.000 | 0.037 | 0.010 | 0.011 | 0.000 | 0.000 | 0.000 | 0.054 | 0.046 | 0.034 | 0.125 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.014 | 0.061 | 0.143 | 0.131 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_region_scotland | 0.000 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.064 | 0.024 | 0.156 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.042 | 0.109 | 0.088 | 0.000 | 0.000 | 0.032 | 0.033 |
| TP_region_southe | 0.028 | 0.036 | 0.075 | 0.047 | 0.038 | 0.039 | 0.221 | 0.111 | 0.287 | 0.067 | 0.151 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.023 | 0.000 | 0.003 | 0.013 | 0.000 | 0.000 | 0.110 | 0.193 | 0.057 | 0.050 | 0.248 | 0.153 | 0.000 | 0.035 | 0.062 | 0.041 |
| TP_region_southw | 0.000 | 0.035 | 0.037 | 0.063 | 0.017 | 0.048 | 0.035 | 0.117 | 0.058 | 0.324 | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 1.000 | 0.000 | 0.027 | 0.011 | 0.000 | 0.000 | 0.034 | 0.018 | 0.057 | 0.248 | 0.110 | 0.127 | 0.000 | 0.000 | 0.031 | 0.031 |
| TP_region_wales | 0.000 | 0.031 | 0.037 | 0.014 | 0.034 | 0.001 | 0.000 | 0.082 | 0.072 | 0.292 | 0.149 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.093 | 0.010 | 0.174 | 0.123 | 0.199 | 0.000 | 0.408 | 0.060 | 0.030 |
| TP_region_westmid | 0.014 | 0.022 | 0.000 | 0.035 | 0.033 | 0.000 | 0.028 | 0.083 | 0.066 | 0.056 | 0.338 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.027 | 0.000 | 1.000 | 0.000 | 0.062 | 0.000 | 0.046 | 0.029 | 0.042 | 0.134 | 0.322 | 0.169 | 0.216 | 0.000 | 0.030 | 0.000 |
| TP_region_yorkshire | 0.004 | 0.056 | 0.013 | 0.021 | 0.020 | 0.017 | 0.021 | 0.084 | 0.102 | 0.061 | 0.185 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.013 | 0.011 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.042 | 0.096 | 0.052 | 0.059 | 0.133 | 0.164 | 0.000 | 0.000 | 0.036 | 0.011 |
| TP_type_bike | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.005 | 0.010 | 0.032 | 0.049 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 1.000 | 0.000 | 0.062 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_type_cyclist | 0.000 | 0.000 | 0.036 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.021 | 0.000 | 0.147 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_type_driver | 0.247 | 0.087 | 0.043 | 0.396 | 0.090 | 0.403 | 0.032 | 0.210 | 0.105 | 0.345 | 0.143 | 0.024 | 0.038 | 0.000 | 0.024 | 0.045 | 0.047 | 0.000 | 0.110 | 0.034 | 0.032 | 0.046 | 0.042 | 0.062 | 0.000 | 1.000 | 0.025 | 0.377 | 0.049 | 0.054 | 0.119 | 0.071 | 0.084 | 0.086 | 0.036 |
| TP_type_insd_pass_back | 0.027 | 0.143 | 0.022 | 0.022 | 0.000 | 0.030 | 0.127 | 0.218 | 0.141 | 0.245 | 0.149 | 0.090 | 0.041 | 0.207 | 0.044 | 0.139 | 0.000 | 0.054 | 0.193 | 0.018 | 0.093 | 0.029 | 0.096 | 0.000 | 0.000 | 0.025 | 1.000 | 0.031 | 0.000 | 0.031 | 0.039 | 0.000 | 0.000 | 0.061 | 0.000 |
| TP_type_nk | 0.243 | 0.061 | 0.028 | 0.376 | 0.076 | 0.384 | 0.001 | 0.454 | 0.073 | 0.465 | 0.131 | 0.022 | 0.013 | 0.000 | 0.000 | 0.105 | 0.014 | 0.000 | 0.057 | 0.057 | 0.010 | 0.042 | 0.052 | 0.033 | 0.000 | 0.377 | 0.031 | 1.000 | 0.068 | 0.041 | 0.094 | 0.000 | 0.000 | 0.069 | 0.015 |
| TP_type_other | 0.016 | 0.061 | 0.039 | 0.057 | 0.030 | 0.046 | 0.084 | 0.125 | 0.067 | 0.355 | 0.126 | 0.032 | 0.062 | 0.117 | 0.000 | 0.415 | 0.061 | 0.042 | 0.050 | 0.248 | 0.174 | 0.134 | 0.059 | 0.000 | 0.000 | 0.049 | 0.000 | 0.068 | 1.000 | 0.045 | 0.069 | 0.000 | 0.164 | 0.079 | 0.041 |
| TP_type_pass_back | 0.000 | 0.028 | 0.012 | 0.000 | 0.042 | 0.000 | 0.000 | 0.116 | 0.127 | 0.086 | 0.490 | 0.056 | 0.169 | 0.418 | 0.093 | 0.090 | 0.143 | 0.109 | 0.248 | 0.110 | 0.123 | 0.322 | 0.133 | 0.000 | 0.000 | 0.054 | 0.031 | 0.041 | 0.045 | 1.000 | 0.254 | 0.000 | 0.006 | 0.073 | 0.037 |
| TP_type_pass_front | 0.000 | 0.087 | 0.046 | 0.020 | 0.031 | 0.037 | 0.053 | 0.110 | 0.233 | 0.185 | 0.447 | 0.116 | 0.137 | 0.063 | 0.077 | 0.218 | 0.131 | 0.088 | 0.153 | 0.127 | 0.199 | 0.169 | 0.164 | 0.000 | 0.012 | 0.119 | 0.039 | 0.094 | 0.069 | 0.254 | 1.000 | 0.000 | 0.000 | 0.072 | 0.018 |
| TP_type_pedestrian | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.121 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.216 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| Vechile_registration_present | 0.000 | 0.000 | 0.018 | 0.020 | 0.015 | 0.000 | 0.000 | 0.048 | 0.000 | 0.290 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.408 | 0.000 | 0.000 | 0.000 | 0.000 | 0.084 | 0.000 | 0.000 | 0.164 | 0.006 | 0.000 | 0.000 | 1.000 | 0.007 | 0.033 |
| Vehicle_mobile | 0.070 | 0.375 | 0.346 | 0.179 | 0.307 | 0.093 | 0.038 | 0.094 | 0.106 | 0.148 | 0.129 | 0.039 | 0.036 | 0.053 | 0.039 | 0.018 | 0.000 | 0.032 | 0.062 | 0.031 | 0.060 | 0.030 | 0.036 | 0.000 | 0.000 | 0.086 | 0.061 | 0.069 | 0.079 | 0.073 | 0.072 | 0.000 | 0.007 | 1.000 | 0.397 |
| Weather_conditions | 0.060 | 0.080 | 0.252 | 0.130 | 0.240 | 0.050 | 0.044 | 0.023 | 0.000 | 0.039 | 0.023 | 0.026 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.033 | 0.041 | 0.031 | 0.030 | 0.000 | 0.011 | 0.000 | 0.000 | 0.036 | 0.000 | 0.015 | 0.041 | 0.037 | 0.018 | 0.000 | 0.033 | 0.397 | 1.000 |
| Claim Number | Inception_to_loss | Incident_details_present | Injury_details_present | Location_of_incident | Main_driver | Notification_period | Notifier | PH_considered_TP_at_fault | TP_injury_fatality | TP_injury_nk | TP_injury_traumatic | TP_injury_unclear | TP_injury_whiplash | TP_region_eastang | TP_region_eastmid | TP_region_london | TP_region_north | TP_region_northw | TP_region_outerldn | TP_region_scotland | TP_region_southe | TP_region_southw | TP_region_wales | TP_region_westmid | TP_region_yorkshire | TP_type_bike | TP_type_cyclist | TP_type_driver | TP_type_insd_pass_back | TP_type_nk | TP_type_other | TP_type_pass_back | TP_type_pass_front | TP_type_pedestrian | Time_hour | Vechile_registration_present | Vehicle_mobile | Weather_conditions | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Claim Number | 1.000 | 0.029 | 0.300 | 0.065 | 0.055 | 0.545 | -0.058 | 0.403 | 0.555 | 0.027 | 0.071 | 0.056 | 0.050 | 0.045 | 0.000 | 0.000 | 0.009 | 0.009 | 0.000 | 0.000 | 0.000 | 0.040 | 0.044 | 0.017 | 0.000 | 0.020 | 0.000 | 0.000 | 0.337 | 0.040 | 0.325 | 0.046 | 0.019 | 0.044 | 0.000 | -0.003 | 0.015 | 0.122 | 0.147 |
| Inception_to_loss | 0.029 | 1.000 | 0.020 | 0.000 | 0.000 | 0.000 | -0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.009 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.012 | 0.000 | 0.005 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.007 | -0.008 | 0.000 | 0.000 | 0.004 |
| Incident_details_present | 0.300 | 0.020 | 1.000 | 0.097 | 0.050 | 0.168 | 0.044 | 0.120 | 0.214 | 0.002 | 0.047 | 0.020 | 0.014 | 0.029 | 0.000 | 0.019 | 0.003 | 0.007 | 0.019 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.014 | 0.004 | 0.000 | 0.000 | 0.247 | 0.027 | 0.243 | 0.016 | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 | 0.070 | 0.060 |
| Injury_details_present | 0.065 | 0.000 | 0.097 | 1.000 | 0.171 | 0.026 | 0.051 | 0.093 | 0.019 | 0.039 | 0.143 | 0.188 | 0.149 | 0.134 | 0.050 | 0.059 | 0.000 | 0.046 | 0.043 | 0.037 | 0.062 | 0.036 | 0.035 | 0.031 | 0.022 | 0.056 | 0.000 | 0.000 | 0.087 | 0.143 | 0.061 | 0.061 | 0.028 | 0.087 | 0.000 | 0.136 | 0.000 | 0.375 | 0.080 |
| Location_of_incident | 0.055 | 0.000 | 0.050 | 0.171 | 1.000 | 0.125 | 0.092 | 0.155 | 0.043 | 0.030 | 0.029 | 0.041 | 0.050 | 0.031 | 0.000 | 0.027 | 0.037 | 0.000 | 0.042 | 0.010 | 0.000 | 0.075 | 0.037 | 0.037 | 0.000 | 0.013 | 0.000 | 0.036 | 0.043 | 0.022 | 0.028 | 0.039 | 0.012 | 0.046 | 0.000 | 0.152 | 0.018 | 0.346 | 0.252 |
| Main_driver | 0.545 | 0.000 | 0.168 | 0.026 | 0.125 | 1.000 | 0.057 | 0.210 | 0.510 | 0.000 | 0.104 | 0.056 | 0.050 | 0.026 | 0.022 | 0.000 | 0.012 | 0.030 | 0.000 | 0.011 | 0.000 | 0.047 | 0.063 | 0.014 | 0.035 | 0.021 | 0.019 | 0.012 | 0.396 | 0.022 | 0.376 | 0.057 | 0.000 | 0.020 | 0.000 | 0.120 | 0.020 | 0.179 | 0.130 |
| Notification_period | -0.058 | -0.011 | 0.044 | 0.051 | 0.092 | 0.057 | 1.000 | 0.100 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.184 | 0.000 | 0.218 | 0.133 |
| Notifier | 0.403 | 0.000 | 0.120 | 0.093 | 0.155 | 0.210 | 0.100 | 1.000 | 0.127 | 0.000 | 0.038 | 0.009 | 0.041 | 0.031 | 0.008 | 0.041 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.038 | 0.017 | 0.034 | 0.033 | 0.020 | 0.000 | 0.000 | 0.090 | 0.000 | 0.076 | 0.030 | 0.042 | 0.031 | 0.000 | 0.142 | 0.015 | 0.307 | 0.240 |
| PH_considered_TP_at_fault | 0.555 | 0.000 | 0.214 | 0.019 | 0.043 | 0.510 | 0.012 | 0.127 | 1.000 | 0.000 | 0.085 | 0.064 | 0.054 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.048 | 0.001 | 0.000 | 0.017 | 0.000 | 0.000 | 0.403 | 0.030 | 0.384 | 0.046 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.093 | 0.050 |
| TP_injury_fatality | 0.027 | 0.000 | 0.002 | 0.039 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.069 | 0.092 | 0.028 | 0.013 | 0.521 | 0.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.000 | 0.221 | 0.035 | 0.000 | 0.028 | 0.021 | 0.005 | 0.000 | 0.032 | 0.127 | 0.001 | 0.084 | 0.000 | 0.053 | 0.000 | 0.018 | 0.000 | 0.038 | 0.044 |
| TP_injury_nk | 0.071 | 0.000 | 0.047 | 0.143 | 0.029 | 0.104 | 0.000 | 0.038 | 0.085 | 0.069 | 1.000 | 0.088 | 0.421 | 0.158 | 0.056 | 0.061 | 0.045 | 0.046 | 0.060 | 0.054 | 0.039 | 0.111 | 0.117 | 0.082 | 0.083 | 0.084 | 0.010 | 0.000 | 0.210 | 0.218 | 0.454 | 0.125 | 0.116 | 0.110 | 0.000 | 0.026 | 0.048 | 0.094 | 0.023 |
| TP_injury_traumatic | 0.056 | 0.024 | 0.020 | 0.188 | 0.041 | 0.056 | 0.000 | 0.009 | 0.064 | 0.092 | 0.088 | 1.000 | 0.157 | 0.098 | 0.075 | 0.118 | 0.022 | 0.251 | 0.188 | 0.046 | 0.064 | 0.287 | 0.058 | 0.072 | 0.066 | 0.102 | 0.032 | 0.000 | 0.105 | 0.141 | 0.073 | 0.067 | 0.127 | 0.233 | 0.121 | 0.058 | 0.000 | 0.106 | 0.000 |
| TP_injury_unclear | 0.050 | 0.000 | 0.014 | 0.149 | 0.050 | 0.050 | 0.000 | 0.041 | 0.054 | 0.028 | 0.421 | 0.157 | 1.000 | 0.232 | 0.040 | 0.056 | 0.106 | 0.038 | 0.174 | 0.034 | 0.024 | 0.067 | 0.324 | 0.292 | 0.056 | 0.061 | 0.049 | 0.017 | 0.345 | 0.245 | 0.465 | 0.355 | 0.086 | 0.185 | 0.034 | 0.040 | 0.290 | 0.148 | 0.039 |
| TP_injury_whiplash | 0.045 | 0.009 | 0.029 | 0.134 | 0.031 | 0.026 | 0.000 | 0.031 | 0.047 | 0.013 | 0.158 | 0.098 | 0.232 | 1.000 | 0.053 | 0.127 | 0.274 | 0.109 | 0.212 | 0.125 | 0.156 | 0.151 | 0.090 | 0.149 | 0.338 | 0.185 | 0.052 | 0.021 | 0.143 | 0.149 | 0.131 | 0.126 | 0.490 | 0.447 | 0.000 | 0.035 | 0.077 | 0.129 | 0.023 |
| TP_region_eastang | 0.000 | 0.000 | 0.000 | 0.050 | 0.000 | 0.022 | 0.000 | 0.008 | 0.000 | 0.521 | 0.056 | 0.075 | 0.040 | 0.053 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.090 | 0.022 | 0.032 | 0.056 | 0.116 | 0.000 | 0.020 | 0.000 | 0.039 | 0.026 |
| TP_region_eastmid | 0.000 | 0.000 | 0.019 | 0.059 | 0.027 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 0.061 | 0.118 | 0.056 | 0.127 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.038 | 0.041 | 0.013 | 0.062 | 0.169 | 0.137 | 0.000 | 0.020 | 0.000 | 0.036 | 0.000 |
| TP_region_london | 0.009 | 0.003 | 0.003 | 0.000 | 0.037 | 0.012 | 0.045 | 0.000 | 0.000 | 0.000 | 0.045 | 0.022 | 0.106 | 0.274 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.207 | 0.000 | 0.117 | 0.418 | 0.063 | 0.000 | 0.075 | 0.000 | 0.053 | 0.015 |
| TP_region_north | 0.009 | 0.000 | 0.007 | 0.046 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.251 | 0.038 | 0.109 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.044 | 0.000 | 0.000 | 0.093 | 0.077 | 0.000 | 0.046 | 0.000 | 0.039 | 0.000 |
| TP_region_northw | 0.000 | 0.000 | 0.019 | 0.043 | 0.042 | 0.000 | 0.000 | 0.021 | 0.000 | 0.098 | 0.060 | 0.188 | 0.174 | 0.212 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.055 | 0.000 | 0.045 | 0.139 | 0.105 | 0.415 | 0.090 | 0.218 | 0.000 | 0.014 | 0.000 | 0.018 | 0.000 |
| TP_region_outerldn | 0.000 | 0.012 | 0.000 | 0.037 | 0.010 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.046 | 0.034 | 0.125 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.014 | 0.061 | 0.143 | 0.131 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 |
| TP_region_scotland | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.064 | 0.024 | 0.156 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.042 | 0.109 | 0.088 | 0.000 | 0.000 | 0.000 | 0.032 | 0.033 |
| TP_region_southe | 0.040 | 0.005 | 0.028 | 0.036 | 0.075 | 0.047 | 0.000 | 0.038 | 0.039 | 0.221 | 0.111 | 0.287 | 0.067 | 0.151 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.023 | 0.000 | 0.003 | 0.013 | 0.000 | 0.000 | 0.110 | 0.193 | 0.057 | 0.050 | 0.248 | 0.153 | 0.000 | 0.028 | 0.035 | 0.062 | 0.041 |
| TP_region_southw | 0.044 | 0.000 | 0.000 | 0.035 | 0.037 | 0.063 | 0.000 | 0.017 | 0.048 | 0.035 | 0.117 | 0.058 | 0.324 | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 1.000 | 0.000 | 0.027 | 0.011 | 0.000 | 0.000 | 0.034 | 0.018 | 0.057 | 0.248 | 0.110 | 0.127 | 0.000 | 0.025 | 0.000 | 0.031 | 0.031 |
| TP_region_wales | 0.017 | 0.000 | 0.000 | 0.031 | 0.037 | 0.014 | 0.000 | 0.034 | 0.001 | 0.000 | 0.082 | 0.072 | 0.292 | 0.149 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.093 | 0.010 | 0.174 | 0.123 | 0.199 | 0.000 | 0.015 | 0.408 | 0.060 | 0.030 |
| TP_region_westmid | 0.000 | 0.017 | 0.014 | 0.022 | 0.000 | 0.035 | 0.000 | 0.033 | 0.000 | 0.028 | 0.083 | 0.066 | 0.056 | 0.338 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.027 | 0.000 | 1.000 | 0.000 | 0.062 | 0.000 | 0.046 | 0.029 | 0.042 | 0.134 | 0.322 | 0.169 | 0.216 | 0.017 | 0.000 | 0.030 | 0.000 |
| TP_region_yorkshire | 0.020 | 0.000 | 0.004 | 0.056 | 0.013 | 0.021 | 0.000 | 0.020 | 0.017 | 0.021 | 0.084 | 0.102 | 0.061 | 0.185 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.013 | 0.011 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.042 | 0.096 | 0.052 | 0.059 | 0.133 | 0.164 | 0.000 | 0.000 | 0.000 | 0.036 | 0.011 |
| TP_type_bike | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.034 | 0.000 | 0.000 | 0.005 | 0.010 | 0.032 | 0.049 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 1.000 | 0.000 | 0.062 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_type_cyclist | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.012 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.021 | 0.000 | 0.147 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| TP_type_driver | 0.337 | 0.000 | 0.247 | 0.087 | 0.043 | 0.396 | 0.000 | 0.090 | 0.403 | 0.032 | 0.210 | 0.105 | 0.345 | 0.143 | 0.024 | 0.038 | 0.000 | 0.024 | 0.045 | 0.047 | 0.000 | 0.110 | 0.034 | 0.032 | 0.046 | 0.042 | 0.062 | 0.000 | 1.000 | 0.025 | 0.377 | 0.049 | 0.054 | 0.119 | 0.071 | 0.023 | 0.084 | 0.086 | 0.036 |
| TP_type_insd_pass_back | 0.040 | 0.000 | 0.027 | 0.143 | 0.022 | 0.022 | 0.000 | 0.000 | 0.030 | 0.127 | 0.218 | 0.141 | 0.245 | 0.149 | 0.090 | 0.041 | 0.207 | 0.044 | 0.139 | 0.000 | 0.054 | 0.193 | 0.018 | 0.093 | 0.029 | 0.096 | 0.000 | 0.000 | 0.025 | 1.000 | 0.031 | 0.000 | 0.031 | 0.039 | 0.000 | 0.031 | 0.000 | 0.061 | 0.000 |
| TP_type_nk | 0.325 | 0.000 | 0.243 | 0.061 | 0.028 | 0.376 | 0.000 | 0.076 | 0.384 | 0.001 | 0.454 | 0.073 | 0.465 | 0.131 | 0.022 | 0.013 | 0.000 | 0.000 | 0.105 | 0.014 | 0.000 | 0.057 | 0.057 | 0.010 | 0.042 | 0.052 | 0.033 | 0.000 | 0.377 | 0.031 | 1.000 | 0.068 | 0.041 | 0.094 | 0.000 | 0.012 | 0.000 | 0.069 | 0.015 |
| TP_type_other | 0.046 | 0.000 | 0.016 | 0.061 | 0.039 | 0.057 | 0.000 | 0.030 | 0.046 | 0.084 | 0.125 | 0.067 | 0.355 | 0.126 | 0.032 | 0.062 | 0.117 | 0.000 | 0.415 | 0.061 | 0.042 | 0.050 | 0.248 | 0.174 | 0.134 | 0.059 | 0.000 | 0.000 | 0.049 | 0.000 | 0.068 | 1.000 | 0.045 | 0.069 | 0.000 | 0.032 | 0.164 | 0.079 | 0.041 |
| TP_type_pass_back | 0.019 | 0.005 | 0.000 | 0.028 | 0.012 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.116 | 0.127 | 0.086 | 0.490 | 0.056 | 0.169 | 0.418 | 0.093 | 0.090 | 0.143 | 0.109 | 0.248 | 0.110 | 0.123 | 0.322 | 0.133 | 0.000 | 0.000 | 0.054 | 0.031 | 0.041 | 0.045 | 1.000 | 0.254 | 0.000 | 0.014 | 0.006 | 0.073 | 0.037 |
| TP_type_pass_front | 0.044 | 0.000 | 0.000 | 0.087 | 0.046 | 0.020 | 0.000 | 0.031 | 0.037 | 0.053 | 0.110 | 0.233 | 0.185 | 0.447 | 0.116 | 0.137 | 0.063 | 0.077 | 0.218 | 0.131 | 0.088 | 0.153 | 0.127 | 0.199 | 0.169 | 0.164 | 0.000 | 0.012 | 0.119 | 0.039 | 0.094 | 0.069 | 0.254 | 1.000 | 0.000 | 0.052 | 0.000 | 0.072 | 0.018 |
| TP_type_pedestrian | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.121 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.216 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Time_hour | -0.003 | -0.008 | 0.039 | 0.136 | 0.152 | 0.120 | 0.184 | 0.142 | 0.000 | 0.018 | 0.026 | 0.058 | 0.040 | 0.035 | 0.020 | 0.020 | 0.075 | 0.046 | 0.014 | 0.022 | 0.000 | 0.028 | 0.025 | 0.015 | 0.017 | 0.000 | 0.000 | 0.000 | 0.023 | 0.031 | 0.012 | 0.032 | 0.014 | 0.052 | 0.000 | 1.000 | 0.000 | 0.374 | 0.286 |
| Vechile_registration_present | 0.015 | 0.000 | 0.000 | 0.000 | 0.018 | 0.020 | 0.000 | 0.015 | 0.000 | 0.000 | 0.048 | 0.000 | 0.290 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.408 | 0.000 | 0.000 | 0.000 | 0.000 | 0.084 | 0.000 | 0.000 | 0.164 | 0.006 | 0.000 | 0.000 | 0.000 | 1.000 | 0.007 | 0.033 |
| Vehicle_mobile | 0.122 | 0.000 | 0.070 | 0.375 | 0.346 | 0.179 | 0.218 | 0.307 | 0.093 | 0.038 | 0.094 | 0.106 | 0.148 | 0.129 | 0.039 | 0.036 | 0.053 | 0.039 | 0.018 | 0.000 | 0.032 | 0.062 | 0.031 | 0.060 | 0.030 | 0.036 | 0.000 | 0.000 | 0.086 | 0.061 | 0.069 | 0.079 | 0.073 | 0.072 | 0.000 | 0.374 | 0.007 | 1.000 | 0.397 |
| Weather_conditions | 0.147 | 0.004 | 0.060 | 0.080 | 0.252 | 0.130 | 0.133 | 0.240 | 0.050 | 0.044 | 0.023 | 0.000 | 0.039 | 0.023 | 0.026 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.033 | 0.041 | 0.031 | 0.030 | 0.000 | 0.011 | 0.000 | 0.000 | 0.036 | 0.000 | 0.015 | 0.041 | 0.037 | 0.018 | 0.000 | 0.286 | 0.033 | 0.397 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Claim Number | date_of_loss | Notifier | Loss_code | Loss_description | Notification_period | Inception_to_loss | Location_of_incident | Weather_conditions | Vehicle_mobile | Time_hour | Main_driver | PH_considered_TP_at_fault | Vechile_registration_present | Incident_details_present | Injury_details_present | TP_type_insd_pass_back | TP_type_insd_pass_front | TP_type_driver | TP_type_pass_back | TP_type_pass_front | TP_type_bike | TP_type_cyclist | TP_type_pass_multi | TP_type_pedestrian | TP_type_other | TP_type_nk | TP_injury_whiplash | TP_injury_traumatic | TP_injury_fatality | TP_injury_unclear | TP_injury_nk | TP_region_eastang | TP_region_eastmid | TP_region_london | TP_region_north | TP_region_northw | TP_region_outerldn | TP_region_scotland | TP_region_southe | TP_region_southw | TP_region_wales | TP_region_westmid | TP_region_yorkshire | Incurred | Capped Incurred | Unnamed: 46 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2003-04-15 | PH | LD003 | Head on collision | 22 | 13 | Main Road | NORMAL | Y | 10 | Other | n/k | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t- | £\t- | NaN |
| 1 | 2 | 2003-04-20 | CNF | LD003 | Head on collision | 1 | 9 | Main Road | WET | Y | 18 | Other | n/k | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | £\t2,801 | £\t2,801 | NaN |
| 2 | 3 | 2003-04-24 | CNF | LD003 | Head on collision | 5 | 17 | Main Road | WET | Y | 16 | Y | n/k | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t1,221 | £\t1,221 | NaN |
| 3 | 4 | 2003-05-13 | CNF | LD003 | Head on collision | 1 | 23 | Main Road | N/K | Y | 14 | Other | n/k | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | £\t3,530 | £\t3,530 | NaN |
| 4 | 5 | 2003-06-11 | CNF | LD003 | Head on collision | 1 | 48 | Other | N/K | N | 9 | Other | n/k | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t3,156 | £\t3,156 | NaN |
| 5 | 6 | 2003-06-24 | PH | LD003 | Head on collision | 16 | 23 | Other | N/K | N | 0 | Other | n/k | \t1 | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t1 | \t2 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t10,502 | £\t10,502 | NaN |
| 6 | 7 | 2003-07-16 | Other | LD003 | Head on collision | 5 | 4 | Main Road | NORMAL | N | 18 | Other | n/k | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t91 | £\t91 | NaN |
| 7 | 8 | 2003-07-17 | Other | LD003 | Head on collision | 0 | 40 | Main Road | WET | Y | 7 | Other | n/k | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | £\t9,130 | £\t9,130 | NaN |
| 8 | 9 | 2003-07-20 | PH | LD003 | Head on collision | 4 | 26 | Minor Road | WET | Y | 22 | Other | n/k | \t1 | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t81 | £\t81 | NaN |
| 9 | 10 | 2003-07-29 | CNF | LD003 | Head on collision | 2 | 85 | Main Road | N/K | N | 22 | Other | n/k | \t1 | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t447 | £\t447 | NaN |
| Claim Number | date_of_loss | Notifier | Loss_code | Loss_description | Notification_period | Inception_to_loss | Location_of_incident | Weather_conditions | Vehicle_mobile | Time_hour | Main_driver | PH_considered_TP_at_fault | Vechile_registration_present | Incident_details_present | Injury_details_present | TP_type_insd_pass_back | TP_type_insd_pass_front | TP_type_driver | TP_type_pass_back | TP_type_pass_front | TP_type_bike | TP_type_cyclist | TP_type_pass_multi | TP_type_pedestrian | TP_type_other | TP_type_nk | TP_injury_whiplash | TP_injury_traumatic | TP_injury_fatality | TP_injury_unclear | TP_injury_nk | TP_region_eastang | TP_region_eastmid | TP_region_london | TP_region_north | TP_region_northw | TP_region_outerldn | TP_region_scotland | TP_region_southe | TP_region_southw | TP_region_wales | TP_region_westmid | TP_region_yorkshire | Incurred | Capped Incurred | Unnamed: 46 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7681 | 7682 | 2015-06-29 | Other | LD003 | Head on collision | 1 | 34 | Main Road | NORMAL | N | 4 | Y | N | \t1 | \t1 | \t1 | \t- | \t- | \t1 | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t2 | \t3 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t930 | £\t930 | NaN |
| 7682 | 7683 | 2015-06-29 | Other | LD003 | Head on collision | 1 | 249 | Minor Road | NaN | N | 10 | Other | N | \t1 | \t1 | \t1 | \t- | \t- | \t2 | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t1 | \t1 | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t2 | \t- | £\t113,759 | £\t50,000 | NaN |
| 7683 | 7684 | 2015-06-29 | Other | LD003 | Head on collision | 0 | 41 | Main Road | NaN | Y | 16 | Y | # | \t1 | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t- | £\t- | NaN |
| 7684 | 7685 | 2015-06-29 | Other | LD003 | Head on collision | 0 | 73 | Main Road | NaN | N | 16 | Y | N | \t1 | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t6,085 | £\t6,085 | NaN |
| 7685 | 7686 | 2015-06-30 | Other | LD003 | Head on collision | 1 | 128 | Main Road | N/K | N | 18 | Y | N | \t1 | \t- | \t1 | \t- | \t- | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t2 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t2 | \t- | \t- | \t- | \t- | \t- | £\t17,503 | £\t17,503 | NaN |
| 7686 | 7687 | 2015-06-30 | Other | LD003 | Head on collision | 1 | 83 | Main Road | NORMAL | N | 16 | Other | N | \t1 | \t1 | \t1 | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t703 | £\t703 | NaN |
| 7687 | 7688 | 2015-06-30 | Other | LD003 | Head on collision | 0 | 25 | Minor Road | NaN | Y | 14 | Y | N | \t1 | \t1 | \t1 | \t- | \t- | \t1 | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t2 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t2 | £\t42,981 | £\t42,981 | NaN |
| 7688 | 7689 | 2015-06-30 | Other | LD003 | Head on collision | 0 | 60 | Minor Road | NORMAL | Y | 9 | Other | N | \t1 | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | £\t5,175 | £\t5,175 | NaN |
| 7689 | 7690 | 2015-06-30 | Other | LD003 | Head on collision | 1 | 253 | Minor Road | NORMAL | N | 19 | Other | N | \t1 | \t1 | \t1 | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | £\t30,072 | £\t30,072 | NaN |
| 7690 | 7691 | 2015-06-30 | Other | LD003 | Head on collision | 0 | 266 | Minor Road | NORMAL | Y | 14 | Y | N | \t1 | \t1 | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t- | \t1 | £\t1,925 | £\t1,925 | NaN |